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Artificial Intelligence/ Neural Network Scientists

AAAI Elected Fellows http://www.aaai.org/Awards/fellows-list.html
Elected Fellows of the American Association for Artificial Intelligence
Airoldi, Edoardo http://www-2.cs.cmu.edu/%7eeairoldi/
Carnegie Mellon. Euclidean, differential or algebraic geometrical intuitions underlying statistical models and algorithms. Discrete mathematics and sequential models. Applications to textual data, biological sequences, communication networks and privacy.
Alam, Shah Jamal http://www.ags.uni-sb.de/~alam
German Resrarch Center for AI (DFKI). Intelligent tutoring systems, social organizations in MAS, family (Eastern) dynamics.
Allen, James F. http://www.cs.rochester.edu/users/faculty/james/
University of Rochester. Natural language understanding, discourse, knowledge representation, common-sense reasoning and planning.
Altman, Christopher: http://www.umsl.edu/~altmanc/
Quantum Information Science and Technology ATIP, Tokyo, Japan. Physics, neuroscience and artificial intelligence.
Angele, Jürgen http://www.ontoprise.de/members/angele/publications.htm
Ontoprise. Knowledge engineering, domain and task modeling, ontologies, KARL, MIKE, web portals.
Bacchus, Fahiem http://www.cs.toronto.edu/~fbacchus/
University of Toronto. Planning systems, temporal logic, constraint satisfaction problems and formal models.
Bagga, Amit http://www.cs.duke.edu/~amit/
Avaya, Inc. Document summarization, information retrieval, cross-document coreference.
Bahlmann, Claus http://lmb.informatik.uni-freiburg.de/people/bahlmann/index.en.html
Albert-Ludwigs-University Freiburg, Germany, On-line handwriting recognition.
Bai, Xue http://www.andrew.cmu.edu/user/xbai/
Carnegie Mellon University. Machine learning and optimization, decision sciences and technology.
Benjamin, D. Paul http://csis.pace.edu/~benjamin/
Pace University. Problem decomposition and theory reformulation, integrated cognitive architectures for autonomous robots, distributed constraint satisfaction problems, semigroup theory and dynamical systems, category theory in software design.
Biermann, Alan W. http://www.cs.duke.edu/~awb
Duke University. Chair, Department of Computer Science. AAAI Fellow. Computational linguistics, automatic programming and inference, Author of Great Ideas in Computer Science.
Blum, Avrim http://www.cs.cmu.edu/~avrim/
Carnegie Mellon University. Interests include machine learning, approximation algorithms, on-line algorithms and planning systems. Online publications and talks.
Boumaza, Amine http://fractales.inria.fr/index.php?page=boumaza
INRIA. Computer vision, mobile robots, evolutionary programming, AI and machine learning.
Brachman, Ron http://www.brachman.org/
Director of the Information Processing Technology Office (IPTO) at DARPA. Knowledge representation, machine learning, information retrieval, natural language processing.
Branting, L. Karl http://www.karlbranting.net
LiveWire Logic, Inc. Empirical methods of natural language processing, case-based reasoning, AI and law, ecological and environmental applications of AI.
Bunt, Andrea http://www.cs.ubc.ca/~bunt/
University of British Columbia. User modeling, adaptive interfaces, intelligent tutoring systems.
Carberry, Sandra http://www.cis.udel.edu/~carberry/
University of Delaware. Department of Computer and Information Sciences Chair. Computational linguistics, dialog systems, machine learning, planning and plan recognition, medical informatics, user modeling.
Carreras, Xavier http://www.lsi.upc.es/~carreras
Universitat Politechnica de Catalunya, PhD student, machine learning, natural language processing.
Cassell, Justine http://web.media.mit.edu/~justine/
MIT Media Lab. Gesture and narrative language, animated agents, intonation, facial expression, computer vision.
Chachra, Sumit http://www.ece.arizona.edu/~chachra
University of Arizona. Document analysis, biometrics, image retrieval, autonomic computing.
Charniak, Eugene http://www.cs.brown.edu/people/ec/
Brown University. Part-of-speech tagging, probabilistic context-free grammar induction, syntactic disambiguation through word statistics, efficient syntactic parsing, and lexical resource acquisition through statistical means.
Chavez, Guillermo Camara http://www.dcc.ufmg.br/~gcamarac
Federal University of Minas Gerais (UFMG), Brazil. Pattern recognition, invariante pattern recognition, neural networks, image content-base retrieval, digital image processing, computer vision.
Clancey, William J. http://bill.clancey.name/
NASA/Ames Research Center. Brahms multiagent simulation system, situated cognition, Haughton-Mars Project, human-centered computing.
Clough, Paul D. http://ir.shef.ac.uk/cloughie/index.html
University of Sheffield. Information retrieval.
Conati, Cristina http://www.cs.ubc.ca/~conati/
University of British Columbia. User modeling, emotionally intelligent agents, adaptive user interfaces, Bayesian network student models.
Conitzer, Vincent , http://www-2.cs.cmu.edu/~conitzer/
Carnegie Mellon School of Computer Science. Phd Student. Intersection of computer science and game theory, computer science and economics, multiagent systems, automated negotiation and contracting.
Cortes, Nareli Cruz http://computacion.cs.cinvestav.mx/~nareli
CINVESTAV-IPN. Artificial immune system optimization, genetic algorithms, evolutionary computation.
Crow, Dan http://gwernol.com/Research/ResearchInterests.html
Unicru Inc. Intelligent search engines, machine learning, concept abstraction, adaptive interfaces.
Danescu, Radu http://users.utcluj.ro/~rdanescu
Technical University of Cluj. Image processing, stereovision, intelligent vehicles.
Delord, Christophe http://christophe.delord.free.fr
ENSEEIHT, France, Computer Science engineer, Artificial Intelligence (dialogue simulation, speech acts, PROLOG), Python, lexical and syntactic parsing.
Di Eugenio, Barbara http://www.cs.uic.edu/~bdieugen/
University of Illinois at Chicago. Interpretation and generation of instructional text, computational models of tutorial dialogue, modeling collaboration in human-human and computer-human dialogues, referential expressions.
Dorigo, Marco http://iridia.ulb.ac.be/~mdorigo/
Université Libre de Bruxelles, Belgium. Research projects in Ant algorithms, metaheuristics for combinatorial optimization, robot shaping and behavior engineering.
Dorst, Leo http://www.wins.uva.nl/~leo
University of Amsterdam. Applications of geometric (Clifford) algebra, exploration, reasoning with uncertainty in robotics.
Dror, Gideon http://www2.mta.ac.il/%7egideon/
Academic College of Tel-Aviv-Yaffo. Text categorization, machine learning applications in bioinformatics, medicine, machine vision and high energy physics, feature selection for categorization and regression problems, artificial neural networks.
Ehlert, Patrick http://www.kbs.twi.tudelft.nl/People/Staff/P.A.M.Ehlert/index.html
Delft University of Technology. List of projects and publications. Interests in agents and robotics.
Elliott, Clark http://condor.depaul.edu/~elliott/
DePaul University. Affective reasoning, synthetic characters, animated tutoring agents, emotion representation.
Faltings, Boi http://liawww.epfl.ch/~faltings
Director of Artificial Intelligence Laboratory, EPFL, President of Swiss AI Society. Software agents, constraint-based reasoning, case-based reasoning.
Finn, Aidan http://smi.ucd.ie/aidan
Smart Media Institute, University College Dublin. Machine learning for automatic genre classification, active learning for information extraction.
Forbus, Kenneth http://www.cs.northwestern.edu/~forbus/index.html
Northwestern University. Qualitative physics, spatial reasoning, cognitive simulation of analogical processing.
Fragos, Kostas http://glotta.ntua.gr/nlp_lab/indexup.htm
National Technical University of Athens. Statistical natural language processing, signal processing, neural networks.
Frasconi, Paolo http://www.dsi.unifi.it/~paolo
Università di Firenze. Machine learning for sequential and structured data, bioinformatics, text and natural language, pattern recognition.
Freeman, Richard http://www.rfreeman.net
University of Manchester. Machine learning, knowledge management, data visualization, artificial intelligence and neural networks.
Funge, John http://www.dgp.toronto.edu/~funge/
iKuni, Inc. Game AI, machine learning, and knowledge representation.
Geczy, Peter http://www.brain.riken.jp/labs/mns/geczy/
RIKEN Brain Science Institute. Neural networks, artificial intelligence, neuroscience, fuzzy logic, rule acquisition, rule extraction from neural networks, Autonomous Connectionistic Engine (ACE), neural network resources.
Gini, Maria http://www.cs.umn.edu/~gini
University of Minnesota. Distributed intelligence, cooperation of miniature robots, robot navigation, multi-agent systems for e-commerce and supply-chain, economic agents.
Goyal, Ram Dayal http://www.rdgoyal.freehomepage.com
Intigma India. Data mining, natural language processing, data mining, neural networks, image processing.
Grasso, Floriana http://www.csc.liv.ac.uk/~floriana/
University of Liverpool. Computational models of natural argument, affective natural language generation, conflict resolution.
Green, Nancy http://www.uncg.edu/~nlgreen/
University of North Carolina at Greensboro. Intelligent multimdedia presentation systems, argumentation models, automatic generation of textual summaries of graphs, interactive narrative, conversation agents, user modeling.
Greening, Dan R. http://dan.greening.name
CEO BigTribe. Entrepreneur and researcher. Personalization, collaborative filtering, computer-supported cooperative work, ubiquitous computing, simulated annealing, distributed computing, social psychology.
Grosz, Barbara http://www.eecs.harvard.edu/grosz/
Harvard University. Collaborative planning, SharedPlans model of collaboration, discourse structure, intonation, centering.
Guinn, Curry I. http://people.uncw.edu/guinnc
University of North Carolina at Wilmington. Natural language processing, spoken dialog systems, mixed-initiative interaction, virtual humans, conversational agents, affective computing.
Guvenir, H. Altay http://www.cs.bilkent.edu.tr/~guvenir
Bilkent University. Machine learning, data mining, and computer-aided language learning.
Haller, Susan http://cs.uwp.edu/staff/haller/
University of Wisconsin - Park. Natural language processing, interactive discourse, text planning, intelligent tutoring systems.
Harmelen, Frank van http://www.cs.vu.nl/~frankh/
Vrije Universiteit, Amsterdam. Approximate reasoning, medical protocols, semantic web, specification languages for KBS.
Harper, Mary http://yara.ecn.purdue.edu/~harper/
Purdue University. National Science Foundation. Integrating natural language and speech processing, prosodic analysis, statistical parsing, gesture and speech.
Hartmann, Jens http://www.aifb.uni-karlsruhe.de/WBS/jha
University of Karlsruhe (Germany). Data mining, knowledge representation, ontology learning, semantic web, knowledge portals.
Hayes-Roth, Barbara http://www-ksl.stanford.edu/people/bhr/
Stanford University. Extempo Systems. Intelligent interactive characters, interactive story telling, adaptive intelligent agents.
Hearst, Marti http://www.sims.berkeley.edu/~hearst/
University of California at Berkeley. Data mining, information retrieval, user interfaces, web search.
Hillan, Julie http://www.jhillan.com
Rensselaer Polytechnic Institute. relationship between social software/interfaces and human attitudes and behaviors; user responses to emotion in embodied agents.
Ho, Shum Wing http://www.cse.cuhk.edu.hk/~whshum
Chinese University of Hong Kong. Research interests are Genetic Algorithm and Artificial Intelligence.
Honavar, Vasant http://www.cs.iastate.edu/~honavar/
Iowa State University. Machine learning, intelligent agents, information integration, probabilistic models, and bioinformatics and computational biology.
Hoos, Holger H. http://www.cs.ubc.ca/~hoos
University of British Columbia. Preference elicitation, dynamic constraint optimization, satisfiability problems in propositional logic, computational musicology.
Horvitz, Eric http://research.microsoft.com/~horvitz/
Microsoft Research. Decision theory, reasoning systems, user modeling, reasoning under uncertainty.
Hotho, Andreas http://www.aifb.uni-karlsruhe.de/WBS/aho/
University of Karlsruhe, AIFB. Text, data and web mining especially in text clustering, semantic web mining, knowledge management.
Ishizaki, Masato http://www.isics.u-tokyo.ac.jp/staff/ishizaki03_e.htm
Japan Advanced Institute of Science and Technology (JAIST). Charcteristics of multi-party dialogue, patterns of dialogue initiative, standardisation on annotation schemes for Japanese spoken dialogue.
Jackson, Peter http://members.aol.com/jacksonpe/music1/home.htm
Thomson Legal & Regulatory. Information extraction, expert systems, document summarization, AI and the law.
Jacob, Christian http://www2.informatik.uni-erlangen.de/~jacob/
University of Calgary. Emergent computing in biological networks, collective intelligence, swarm intelligence, genetic algorihms, genome programming.
Jacob, Rob http://www.cs.tufts.edu/~jacob/
Tufts University. Human-computer interaction, tangible user interfaces, virtual environments, eye-gaze tracking.
Jacobs, Paul http://www.jaketech.com/pages/4/index.htm
Jake Technologies. Natural language processing, research, consulting and entrepreneurship.
Jurafsky, Dan http://www.colorado.edu/ling/jurafsky/
University of Colorado, Boulder. Latent semantic analysis, stochastic context-free grammars, pronunciation modeling, discourse tagging, bayesian models of sentence processing, co-author of "Speech and Language Processing" with James H. Martin.
Kamali, Mahsa http://www.geocities.com/mahsa_kamali/
Amirkabir University of Technology. Facial image analysis and synthesis, gesture recognition, emotion modeling.
Kamvar, Sepandar http://www.stanford.edu/~sdkamvar/research.html
Stanford University. Probabilistic models in information retrieval, information extraction, and supervised and unsupervised learning.
Katirai, Hooman http://members.rogers.com/hoomank
MIT. Machine learning applied to medicine, text management, and computational linguistics.
Klein, Jonathan http://web.media.mit.edu/~phaedra/
iRobot Corporation. Affective computing, user modeling, emotionally responsive toys.
Kochenderfer, Mykel J. http://homepages.inf.ed.ac.uk/s0341074/
University of Edinburgh. Autonomous agents, reinforcement learning, teleo-reactive behavior.
Konieczny, Lars http://cognition.iig.uni-freiburg.de/team/members/konieczny/konieczny.htm
Institute of Computer Science and Social Research. Psycholinguistics, sentence comprehension, cognitive parsing, ACT-R.
Konik, Tolga http://www.eecs.umich.edu/~konik/
University of Michigan AI Lab, Ph.D. student, machine learning, learning by observation, qualitative reasoning.
Krogt, Roman van der http://roman.vanderkrogt.org
Delft University of Technology. PhD Student, Plan repair in multi-agent environments.
Kulbacki, Marek http://mka.vulcan.pl
Polish Academy of Sciences. Vulcan. Machine Learning, realistic human motion modeling.
Kurban, Rifat http://www.rifatkurban.name.tr
Erciyes University. Artificial neural networks, speech processing, digital signal processing, speaker recognition, image processing.
Lambert, Lynn http://america3.pcs.cnu.edu/~lambert/
Christopher Newport University. Natural language processing, planning and plan recognition, belief models, negotiation.
Lester, James http://www4.ncsu.edu/~lester/imedia/james.html
North Carolina State University. Intellimedia initiative, animated pedagogical agents, 3D learning environments, natural language generation.
Lin, Fan http://www.linfan.net
Department of Computer Science and Technology, Tsinghua University, Maryland University, machine learning, data mining.
Lisetti, Christine http://www.cs.ucf.edu/~lisetti/
University of Central Florida. Emotional intelligence, computational models of emotions and affective processes, affective computing.
Litman, Diane J. http://www.cs.pitt.edu/~litman/
University of Pittsburgh. Spoken dialogue for intelligent tutoring systems, reinforcement learning for optimizing spoken dialogue agents, prosodic analysis of misrecognitions and corrections, plan recognition.
Littman, Michael http://athos.rutgers.edu/~mlittman/
Rutgers. Planning under uncertainty, markov decision processes, reinforcement learning, latent semantic indexing, text retrieval.
Liu, Hugo http://web.media.mit.edu/~hugo
MIT Media Laboratory. Philosophically motivated AI, commonsense reasoning, aesthetics and AI, assistive software agents, lexical semantics, story understanding.
Liu, Jundong http://ace.cs.ohiou.edu/~liu
Ohio University. School of Electrical Engineering and Computer Science. Medical image analysis, computer vision.
Loui, Ronald http://www.cs.wustl.edu/~loui/
Washington University in St. Louis. AI and the law, models of negotiation, modeling legal argument.
Loveland, Donald W. http://www.cs.duke.edu/~dwl/
Duke University. Automated theorem proving, logic programming, knowledge evaluation, expert systems, test-and-treatment problem.
Maes, Pattie http://lcs.www.media.mit.edu/people/pattie/
Associate Professor at MIT's Media Laboratory. Areas of expertise are Artificial Intelligence, Artificial Life, Human Computer Interaction, Computer Supported Collaborative Work, Information Filtering and Electronic Commerce.
Makris, Dimitrios http://www.student.city.ac.uk/~dg706/academic/
City University, London. Research on automatic behaviour modelling for automatic multi-camera visual surveillance systems.
Manning, Christopher http://nlp.stanford.edu/~manning/
Stanford University. Probabilistic parsing, grammar induction, text categorization and clustering, electronic dictionaries, information extraction and presentation, and linguistic typology.
Mantaras, Ramon Lopez de http://www.iiia.csic.es/~mantaras
Spanish Council for Scientific Research (CSIC) and Deputy Director of the Artificial Intelligence Research Institute of the CSIC. AI and music, qualitative approaches to landmark-based robot navigation.
Martin, James http://www.cs.colorado.edu/homes/martin/public_html/Home.html
University of Colorado, Boulder. Empirical metaphor research, latent semantic analysis, information retrieval, co-author of "Speech and Language Processing" with Dan Jurafsky.
Massa, Paolo http://sra.itc.it/people/massa/index.html
Phd student at Istituto per la Ricerca Scientifica e Tecnologica (IRST) in Italy.
McCarthy, John http://www-formal.stanford.edu/jmc/index.html
Programming Languages, mathematical theory of computation, artificial intelligence. Stanford University.
McCoy, Kathleen http://www.eecis.udel.edu/~mccoy/
University of Delaware. Rehabilitation engineering, writing tool for American Sign Language, natural language generation, text summarization, graph summarization.
McDermott, Drew http://www.acm.org/crossroads/xrds3-1/interview.html
Extensive work in logic, planning, and robotics, also known for his blunt public appraisals of the state of AI research. Interviewed in Crossroads, the student magazine of the ACM.
McGreal, Daniel. http://www.fakeh.co.uk/dissertation.php
University of Exeter. Artificial life, evolutionary computing and pattern recognition.
McGuinness, Deborah http://www.ksl.stanford.edu/people/dlm/
Researcher in Knowledge Representation and Reasoning Systems. Co-designer and developer of CLASSIC and Chimaera among others. Associate Director of the Knowledge Systems Laboratory at Stanford University.
McRoy, Susan http://www.cs.uwm.edu/faculty/mcroy/
University of Wisconsin-Milwaukee. Dialog theory, natural language generation, argumentation theory, intelligent tutoring systems.
McTear, Mike http://www.infj.ulst.ac.uk/~cbdg23/
University of Ulster at Jordanstown. Dialogue modelling, natural language processing, computational linguistics, user modelling.
Meila, Marina http://www.stat.washington.edu/mmp/
University of Washington. Machine learning, probabilistic reasoning, graphical probability models, tree belief networks and mixtures of trees, maximum entropy discrimination, spectral clustering and image segmentation.
Miller, Tristan http://www.dfki.uni-kl.de/~miller/
German Research Center for Artificial Intelligence, Knowledge Management Group. Computational linguistics, automatic summarization, information retrieval, latent semantic analysis, computers and society.
Mitrovic, Nikola http://www.cps.unizar.es/~mitrovic
University of Zaragoza. Ph.D. student. Mobile agents, intelligent user interfaces, adaptive user interfaces, mobile applications.
ML & CBR Folks http://www.aic.nrl.navy.mil/~aha/people.html
A list of home pages for people in machine learning and case-based reasoning.
Monz, Christof http://www.illc.uva.nl/~christof
Research interests: Computational Linguistics, Information Retrieval, Automated Deduction. Site lists on-line publications, projects, activities, and contact info.
Moore, Johanna D. http://www.cogsci.ed.ac.uk/~jmoore/
University of Edinburgh. Computational modeling of tutorial dialogue, multimedia explanation, integrated techniques for interpretation and generation, patient education.
Murray, Arthur T. http://www.scn.org/~mentifex/
Aka Mentifex. Author of Mind.Forth and its JavaScript AI tutorial version.
Musick, Ron http://home.comcast.net/~crmusick/
iKuni Inc. Automated induction, machine learning, and scientific data management.
Nebel, Bernhard http://www.informatik.uni-freiburg.de/~nebel/
Albert-Ludwigs-Universität, Freiburg, Germany. Professor. Knowledge representation, planning, and robotics, with an emphasis on robotic soccer.
Norvig, Peter http://www.norvig.com
Artificial Intelligence, natural language, Lisp and Java in AI. Computational Sciences Division, NASA Ames Research Center.
Novick, David http://www.cs.utep.edu/novick/
University of Texas at El Paso. Department of Computer Science Chair. Spoken dialog models, mediated communication, user interface development methodologies.
Palmer, Martha http://www.cis.upenn.edu/~mpalmer/home.html
University of Pennsylvania. Logic programming, computational lexical semantics, crosslinguistic verb classes, machine translation, multilingual information processing.
Parsons, Lance http://www.public.asu.edu/~lparsons/
Arizona State University. Data mining, unsupervised learning, bioinformatics.
Pathegama, Mahinda http://www.kes.unisa.edu.au/~mahinda/
Interests include biologically inspired artificial neural networks for figure ground separation and neural mechanisms for functional changes in the brain due to electromagnetic radiation.
Pelikan, Martin http://www.cs.umsl.edu/~pelikan/
Swiss Federal Institute of Technology (ETH) Zurich, Switzerland. Evolutionary computation, machine learning, and artificial intelligence.
Pennock, David M. http://dpennock.com/
Yahoo! Research Labs. Electronic commerce, internet statistics, uncertain reasoning, decision theory, market approaches to group coordination, multiagent systems.
Peshkin, Leon http://www.csail.mit.edu/~pesha
Harvard Medical School. Systems Biology. Baysian information extraction, reinforcement learning, text summarization.
Picard, Rosalind http://web.media.mit.edu/~picard/
MIT. Affective computing, texture and pattern modeling, video and image browsing, retrieval and annotation.
Pinheiro da Silva, Paulo http://www.ksl.stanford.edu/people/pp/
Stanford University. Explanations for semantic web tasks, semantic web tools and infrastructure, model-based user interfaces, formal specification and verification of interactive systems.
Pizzuti, Stefano http://home.tele2.it/stefanopizzuti/
ENEA. Evolutionary algorithms, fuzzy logic based systems, evolutionary neural networks. Application to financial and energy industrial problems.
Powers, David http://members.dodo.com.au/~powers/
The Flinders University of South Australia. Natural language learning, unsupervised learning, data mining, home automation, web search.
Pratt, Lorien http://www.lorienpratt.com
Neural network researcher and telecommunications analyst. Resume, links, personal information.
Qu, Yan http://www-2.cs.cmu.edu/~yqu/
Carnegie Mellon University. Information retrieval, extraction and management, natural language processing, Chinese computing, dialog and discourse processing, machine translation, cooperative human-computer interaction.
Quattoni, Ariadna http://www.mtholyoke.edu/~ajquatto/research/
Mount Holyoke. Synthesizing vision, language, and learning. Natural language interfaces to vision.
Raina, Rajat http://www.stanford.edu/~rajatr
Stanford University. Question answering systems, machine learning, probabilistic models, robotics.
Reitter, David http://www.reitter-it-media.de/compling/
University of Edinburgh. Multimodal systems, natural language generation, information structure and salience, rhetorical analysis.
Rich, Charles http://www.merl.com/people/rich/
MERL Cambridge Research. Collaborative interface agents, task modeling, COLLAGEN, intelligent tutoring.
Roberts, Steve http://www.robots.ox.ac.uk/~sjrob
Oxford. Robotics Research Group. Machine learning, Bayesian learning, data-driven inference, signal and image processing, bioinformatics, computational and mathematical biology.
Robertson, Neil http://www.robots.ox.ac.uk/~nmr/
Oxford University. Computer vision, visual surveillance, video annotation.
Robu, Valentin http://homepages.cwi.nl/%7erobu/
Dutch Center for Computer Science. Agents and virtual markets, automated negotiation & auctions, machine learning in stock market prediction.
Roweis, Sam http://www.cs.toronto.edu/~roweis/
University of Toronto. Researcher in pattern recognition, neural networks, artificial intelligence.
Rudnicky, Alex http://www-2.cs.cmu.edu/afs/cs/user/air/WWW/HomePage.html
Carnegie Mellon University. Speech recognition, CMU Communicator, dialog systems, speech agents.
Russell, Stuart http://www.cs.berkeley.edu/~russell/
Professor at the Computer Science Division of Berkeley University and author (with Peter Norvig) of the famous AI textbook "Artificial Intelligence: A Modern Approach".
Saffiotti, Alessandro http://aass.oru.se/~asaffio
Head of the mobile robotics lab at Orebro University, Sweden. Research area: integration of cognition and physical embedding in autonomous robots.
Sastry, Kumara http://www-illigal.ge.uiuc.edu/~kumara/
University of Illinois at Urbana-Champaign. Ph.D. student. Genetic algorithms, competent GAs and efficiency-enhancement techniques with application in material sciences.
Sayan, Ömer Fatih http://www.cogsci.uni-osnabrueck.de/~osayan/
University of Osnabrück. Emotion recognition, emotive behavior, mental models, unconscious processes, rule- and pattern-based mechanisms.
Schoppek, Wolfgang http://www.uni-bayreuth.de/departments/psychologie/schoppek/
University of Bayreuth, Bavaria. Cognitive modeling, ACT-R models, causal induction.
Schubert, Johan http://www.foa.se/fusion/
Research on belief functions, clustering, neural networks, fusion. Defense Research Establishment.
Schütze, Hinrich http://www-csli.stanford.edu/~schuetze/index.html
Stanford University. Statistical NLP, text mining, Co-author of "Foundations of Statistical Natural Language Processing" with Christopher Manning.
Seneff, Stephanie http://www.sls.lcs.mit.edu/sls/people/seneff.shtml
MIT Laboratory for Computer Science. Phonological modelling, auditory modelling, computer speech recognition, statistical language modelling, natural language understanding and generation, discourse and dialogue modelling, and prosodic analysis.
Sidner, Candace http://www.merl.com/people/sidner/
MERL Cambridge Research. Collaborative inteface agents, spoken dialog, COLLAGEN, intelligent tutoring.
Simon, Herbert A. http://www.psy.cmu.edu/psy/faculty/hsimon/hsimon.html
Late Professor at Carnegie Mellon University. One of the founders of Artificial Intelligence. Research mainly in modeling and simulation of human cognition.
Sinka, Mark http://www.personal.rdg.ac.uk/~sir01mps/index.htm
University of Reading. Web document clustering and categorization, information Retrieval, XML and search engine optimisation.
Smith, Ronnie W. http://www.cs.ecu.edu/~rws/
East Carolina University. Spoken natural language dialog systems, dialog repairs, mixed-initiative, adaptive user interfaces.
Solorio, Thamar http://ccc.inaoep.mx/~thamy
National Institute of Astrophysics, Optics and Electronics, Mexico. Machine learning and its applications to natural language processing and astronomy.
Staab, Steffen http://www.aifb.uni-karlsruhe.de/~sst
Research topics: semantic web, knowledge management, and natural language processing. List of his publications, projects, courses taught, contact information.
Strens, Malcolm http://strens.com
QinetiQ. Reinforcement learning and image target tracking.
Sure, York http://www.aifb.uni-karlsruhe.de/WBS/ysu/
University of Karlsruhe. Semantic web, OntoWeb, distributed knowledge, collaborative ontology, knowledge retrieval.
Swarup, Samarth http://www.students.uiuc.edu/~swarup
Graduate student at the University of Illinois, working on neurobiologically inspired systems and learning in the superior colliculus.
Szalas, Andrzej http://www.ida.liu.se/~andsz/
College of Economics and Computer Science, Olsztyn, Poland. Unmanned aerial vehicles. Autonomous systems.
Szepesvári, Csaba http://www.inf.u-szeged.hu/~szepes
Mindmaker, Ltd., Budapest. Reinforcement learning, adaptive control, visual tracking (LS-N-IPS), speech processing; on-line publications.
Taatgen, Niels http://www.ai.rug.nl/~niels/
University of Groningen. Cognition, ACT-R, learning rules and productions.
Tack, Werner H. http://www.uni-saarland.de/fak5/cmm/tack.htm
Universität des Saarlandes. ACT-R cognitive modeling.
Tagliarini, Gene http://people.uncw.edu/tagliarinig/home.htm
University of North Carolina at Wilmington. Classification of sonar returns, fingerprint matching, image compression, classification of minerals, combinatorial optimization, genetic engineering, biological inspired computing, and constraint satisfaction.
Teixeira, Otávio Noura http://www.onoura.pro.br
Brazil. Artificial Intelligence (in Spanish).
Terveen, Loren http://www.cs.umn.edu/faculty/terveen.html
University of Minnesota. Computer-mediated communication, social data mining, computer-supported cooperative work, recommender system.
Teuscher, Christof http://www.teuscher.ch/christof
C.V., list of awards, publications, memberships, projects, and conferences. Interests in neural networks.
Thaler, Stephen http://www.imagination-engines.com/thaler.htm
Researcher into neural networks and creativity.
Tran, Nam http://www.public.asu.edu/~nhtran/
Arizona State University. Knowledge representation, hypothesis generation, causal modelling in AI, bioinformatics.
Traum, David R. http://www.ict.usc.edu/~traum/
USC Instititue for Creative Technology. Discourse structure. Grounding in discourse. Dialog and virtual reality agents.
Treur, Jan http://www.cs.vu.nl/~treur/
professor of Artificial Intelligence at the Vrije Universiteit in Amsterdam. Research interests include multi-agent systems, compositional modelling, temporal semantics, common sense and nonmonotonic reasoning.
Turney, Peter D. http://members.rogers.com/peter.turney/
Interactive Information Group, National Research Council, Canada. Machine learning with text, cost-sensitive learning, context-sensitive learning, learning and evolution.
van Beek, Peter http://ai.uwaterloo.ca/~vanbeek/
University of Waterloo. Constraint programming, compiler optimization, and scheduling.
van Delden, Sebastian http://www.cs.ucf.edu/~sdelden
University of Central Florida. Partial parsing, natural language information retrieval systems, learning WordNet-based classification rules.
van Schooten, Boris http://wwwhome.cs.utwente.nl/~schooten/
University of Twente. Interaction models in (spoken) dialogue systems, specification techniques and multimodal systems and virtual environments, multiagent virtual environments.
Vasishth, Shravan http://www.ling.uni-potsdam.de/~vasishth/
University of Potsdam. Abductive Inference Model, Hindi sentence processing, wide-coverage theories of sentence processing.
Visser, Ubbo http://www.tzi.de/~visser/
TZI, University of Bremen. Knowledge representation and processing for the Semantic Web and multiagent systems in dynamic and real time environments.
Vu, Xuan-Ha http://liawww.epfl.ch/~xuanha/
Swiss Federal Institutue of Technology. Research interests include constraint satisfaction.
Vyas, Amrish http://userpages.umbc.edu/~amrish1/home.htm
University of Maryland at Baltimore County. Intelligent agents in eBusiness, adaptive agents.
Walker, Marilyn A. http://www.dcs.shef.ac.uk/~walker/
University of Sheffield. Natural language processing, specifically in spoken dialogue systems, machine learning in dialogue, spoken language generation, multimodal human-computer interaction, and evaluation of dialogue systems.
Wallace, Andrew Alexander http://web.telia.com/~u30014342/
The Open University. Robotics, flow control, negotiation.
Wang, Alvin http://www.csc.calpoly.edu/~aywang
California Polytechic State University. Automated target recognition on synthetic radar images.
Ward, Karen http://www.cs.utep.edu/kward/
University of Texas at El Paso. Acknowledgments in human-computer interaction, multimodal interfaces, speech acts.
Webber, Carine http://www.dein.ucs.br/profs/cgwebber/
Centro de Ciências Exatas e Tecnologia. User modelling, cognitive models, multi-agent systems, emergence theory.
Weerdt, Mathijs de http://www.pds.twi.tudelft.nl/~mathijs
Delft University of Technology. Researcher in multi-agent planning. List of publications.
Wilks, Yorick http://www.dcs.shef.ac.uk/~yorick/
University of Sheffield. Computational pragmatics, belief modeling, lexicons, information extraction.
www http://www.rug.nl/corporate/
)
Xu, Ke http://www.nlsde.buaa.edu.cn/~kexu
Beijing University of Aeronautics and Astronautics. Design and analysis of algorithms, phase transitions, logic programming, data mining.
Zhou, Yujian http://www.iit.edu/~zhouyuj/
Illinois Institute of Technology. Ph.D. student, Adaptive tutoring, natural language processing, machine learning, data mining.
Zhou, Zhi-Hua http://cs.nju.edu.cn/people/zhouzh/
Nanjing University. Machine learning, neural computing, data mining, pattern recognition and evolutionary computing. Online AI resources.
Zhuang, Rick http://www.personal.psu.edu/users/z/x/zxz127/
Pennsylvania State University. Web information retrival, web usage mining, search engines, semantic web.
Zillman, Marcus P. http://www.guestfinder.com/zilmar.htm
Creator/Founder BotSpot.com, CEO BotTechnology.com, Inc.
Zimak, Dav http://frosty.cs.uiuc.edu/~davzimak/
PhD student in machine learning, working in the Cognitive Computation Group at University of Illinois.







Neural Networks Scientists

Neural Networks Scientists




Adelson, Edward T. http://www-bcs.mit.edu/people/adelson/
Visual perception, machine vision, image processing.
Agakov, Felix http://www.inf.ed.ac.uk/people/staff/Felix_Agakov.html
Probabilistic graphical modeling, statistical learning theory, pattern recognition, prediction, and causality.
Allan, Moray http://www.morayallan.com/
Computer vision, probabilistic models for image sequences, invariant features.
Amari, Shun-ichi http://www.islab.brain.riken.go.jp/~amari/
Neural network learning, information geometry.
Andonie, Razvan http://www.cwu.edu/~andonie/
Data structures for computational intelligence.
Andrieu, Christophe http://www.stats.bris.ac.uk/~maxca/
Particle filtering and Monte Carlo Markov Chain methods.
Anthony, Martin http://www.maths.lse.ac.uk/Personal/martin/
Computational learning theory, discrete mathematics.
Attias, Hagai http://www.hthomasattias.com/htattias.html
Graphical models, variational Bayes, independent factor analysis.
Bach, Francis http://www.cs.berkeley.edu/~fbach/
Machine learning, kernel methods, kernel independent component analysis and graphical models
Ballard, Dana H. http://www.cs.rochester.edu/users/faculty/dana
Visual perception with neural networks.
Bartlett, Marian Stewart http://ergo.ucsd.edu/~marni/
Image analysis with unsupervised learning, face recognition, facial expression analysis.
Beal, Matthew J. http://www.cs.toronto.edu/~beal
Bayesian inference, variational methods, graphical models.
Becker, Sue http://www.science.mcmaster.ca/Psychology/sb.html
Neural network models of learning and memory, computational neuroscience, unsupervised learning in perceptual systems.
Bengio, Samy http://www.idiap.ch/~bengio/index_en.html
Torch machine learning library, including SVMTorch support vector machine program. Research on mixture models, hidden markov models, multimodal fusion, speaker verification.
Beveridge, Ross http://www.cs.colostate.edu/~ross/
Computer vision, model-based object recognition, face recognition.
Bishop, Chris http://research.microsoft.com/~cmbishop/
Graphical models, variational methods, pattern recognition.
Boutilier, Craig http://www.cs.toronto.edu/~cebly/
Decision making and planning under uncertainty, reinforcement learning, game theory and economic models.
Brody, Carlos D. http://www.cns.caltech.edu/~carlos/
Somatosensory working memory, computation with action potentials, design of complex stimuli for sensory neurophysiology.
Brown, Andrew http://www.gatsby.ucl.ac.uk/~andy
Machine learning of dynamic data, graphical models and Bayesian networks, neural networks.
Bulsari, A. http://www.abo.fi/~abulsari
Neural networks and nonlinear modelling for process engineering.
Calvin, William H. http://faculty.washington.edu/wcalvin/
Theoretical neurophysiologist and author of The Cerebral Code, How Brains Think.
Caruana, Rich http://www.cs.cmu.edu/~caruana/
Multitask learning.
Cheung, Vincent http://www.psi.utoronto.ca/~vincent/
Machine learning and probabilistic graphical models for computer vision and computational molecular biology.
Chu, Selina http://www-scf.usc.edu/~selinach
Artificial intelligence, machine learning, data mining.
Coolen, Ton http://www.mth.kcl.ac.uk/~tcoolen/
Physics of disordered systems. Working on dynamic replica theory for recurrent neural networks.
Cottrell, Garrison W. http://charlotte.ucsd.edu/~gary/
An artrificial intelligence researcher who is an expert on neural networks.
Dayan , Peter http://www.gatsby.ucl.ac.uk/~dayan/
Representation and learning in neural processing systems, unsupervised learning, reinforcement learning.
de Freitas, Nando http://www.cs.ubc.ca/~nando/
Bayesian inference, Markov chain Monte Carlo simulation, machine learning.
de Garis, Hugo http://www.cs.usu.edu/~degaris/
Evolvable neural network models, neural networks for programmable hardware, large neural networks.
de Sa, Virginia http://keck.ucsf.edu/~desa/
Supervised and unsupervised learning, cross-modal learning.
De vito, Saverio http://www.afs.enea.it/devito/
Neural networks for sensor fusion, wireless sensor networks, software modeling, multimedia assets management architectures
Dietterich, Thomas G. http://cs.oregonstate.edu/~tgd/
Reinforcement learning, machine learning, supervised learning.
Freeman, William T. http://www.merl.com/people/freeman
Bayesian perception, computer vision, image processing.
Frey, Brendan J. http://www.psi.utoronto.ca/~frey/
Iterative decoding, unsupervised learning, graphical models.
Friedman, Nir http://www.cs.huji.ac.il/~nir/
Learning of probabilistic models, applications to computational biology.
Frohlich, Jochen http://rfhs8012.fh-regensburg.de/~saj39122/jfroehl/diplom/e-index.html
Overview of neural networks, and explanation of Java classes that implement backpropagation, and Kohonen feature maps.
Fujita, Hajime http://hawaii.aist-nara.ac.jp/~hajime-f/
Partially observable markov decision processes (POMDP), reinforcement learning, multi-agent systems.
Garcia, Christophe http://www.csd.uoc.gr/~cgarcia
Computer vision, image analysis, neural networks.
Ghahramani, Zoubin http://www.gatsby.ucl.ac.uk/~zoubin
Sensorimotor control, unsupervised learning, probabilistic machine learning.
Herbrich, Ralph http://www.research.microsoft.com/users/rherb/
Statistical learning theory, support vector machines and kernel methods.
Heskes, Tom http://www.cs.ru.nl/~tomh/
Learning and generalization in neural networks.
Hinton, Geoffrey E. http://www.cs.toronto.edu/~hinton/
Unsupervised learning with rich sensory input. Most noted for being a co-inventor of back-propagation.
Honavar, Vasant http://www.cs.iastate.edu/~honavar/
Constructive learning, computational learning theory, spatial learning, cognitive modelling, incremental learning.
Hopfield, John J. http://neuron.princeton.edu/~john/
Neural networks, collective behaviour of systems of simple processors. Most noted for Hopfield networks.
Hughes, Nicholas http://www.robots.ox.ac.uk/~nph/
Automated Analysis of ECG.
Jaakkola, Tommi S. http://www.ai.mit.edu/people/tommi
Graphical models, variational methods, kernel methods.
Jensen, Finn Verner http://www.cs.auc.dk/~fvj
Graphical models, belief propagation.
Jordan, Michael I. http://www.cs.berkeley.edu/~jordan/
Graphical models, variational methods, machine learning, reasoning under uncertainty.
Joseph Wakeling's Neural Systems Research Page http://neuro.webdrake.net/
Research papers and information on biologically inspired neural networks, brain modelling, AI and related topics. A cross-disciplinary site mixing information from physics, neuroscience, cognitive science and other fields.
Joshi, Prashant http://www.igi.tugraz.at/joshi
Computational motor control, biologically realistic circuits, humanoid robots, spiking neurons.
Kakade, Sham http://www.gatsby.ucl.ac.uk/~sham
Reinforcement learning and conditioning, mathematical models of neural processing.
Kali, Szabolcs http://www.gatsby.ucl.ac.uk/~szabolcs
Learning and memory in the brain, hippocampus.
Kappen, Bert http://www.mbfys.ru.nl/~bert/
Boltzmann machines, computational neurobiology, online learning.
Kawato, Mitsuo http://www.his.atr.jp/~kawato/
Computational neuroscience, neural network modelling.
Kearns, Michael http://www.cis.upenn.edu/~mkearns/
Reinforcement learning, probabilistic reasoning, machine learning, spoken dialogue systems.
Keysers, Daniel http://www-i6.Informatik.RWTH-Aachen.DE/~keysers/
Pattern recognition and statistical modelling for object recognition.
Koller, Daphne http://robotics.stanford.edu/~koller/
Probabilistic models for complex uncertain domains.
Lafferty, John D. http://www.cs.cmu.edu/afs/cs.cmu.edu/user/lafferty/www/homepage.html
Statistical machine learning, text and natural language processing, information retrieval, information theory.
Lawrence, Neil http://www.dcs.shef.ac.uk/~neil
Probabilistic models, variational methods.
Lawrence, Steve http://www.neci.nj.nec.com/homepages/lawrence/
Information dissemination and retrieval, machine learning and neural networks.
LeCun, Yann http://yann.lecun.com/
Handwritten recognition, convolutional networks, image compression. Noted for LeNet.
Leen, Todd http://www.cse.ogi.edu/~tleen
Online learning, machine learning, learning dynamics.
Leow, Wee Kheng http://www.comp.nus.edu.sg/~leowwk
Computer vision, computational olfaction.
Lerner, Uri N. http://robotics.Stanford.EDU/~uri
Hybrid and Bayesian networks.
Li, Zhaoping http://www.gatsby.ucl.ac.uk/~zhaoping
Non-linear neural dynamics, visual segmentation, sensory processing.
Maass, Wolfgang http://www.cis.tu-graz.ac.at/igi/maass/
Theory of computation, computation in spiking neurons.
MacKay, David http://www.inference.phy.cam.ac.uk/mackay/
Bayesian theory and inference, error-correcting codes, machine learning.
McCallum, Andrew http://www.cs.cmu.edu/~mccallum/
Machine learning, text and information retrieval and extraction, reinforcement learning.
Meila, Marina http://www.stat.washington.edu/mmp/
Graphical models, learning in high dimensions, tree networks.
Mika, Sebastian http://ida.first.gmd.de/homepages/mika/
Machine learning and explorative data analysis: support vector machines, kernel principal component analysis and kernel Fisher discriminant analysis.
Minka, Thomas P. http://www.stat.cmu.edu/~minka/
Machine learning, computer vision, Bayesian methods.
Morris, Quaid http://www.gatsby.ucl.ac.uk/~quaid
Machine learning for medical diagnosis and biological data analysis.
Muresan, Raul C. http://www.raulmuresan.home.ro/
Neural Networks, Spiking Neural Nets, Retinotopic Visual Architectures.
Murphy, Kevin P. http://www.cs.berkeley.edu/~murphyk
Graphical models, machine learning, reinforcement learning.
Murray, Alan http://www.ee.ed.ac.uk/~afm/
Neural networks and VLSI hardware.
Murray-Smith, Roderick http://www.dcs.gla.ac.uk/~rod/
Gesture recognition, Gaussian Process priors, control systems, probabilistic intelligent interfaces.
Neal, Radford http://www.cs.toronto.edu/~radford
Bayesian inference, Markov chain Monte Carlo methods, evaluation of learning methods, data compression.
Ng, Andrew http://www.cs.berkeley.edu/~ang/
Reinforcement learning, machine learning.
Oja, Erkki http://www.cis.hut.fi/oja/
Unsupervised learning, PCA, ICA, SOM, statistical pattern recognition, image and signal analysis.
Olier, Ivan http://www.lsi.upc.edu/%7eiaolier/
Artificial intelligence, generative topographic map, missing data.
Olshausen, Bruno http://redwood.ucdavis.edu/bruno/
Visual coding, statistics of images, independent components analysis.
Opper, Manfred http://www.ncrg.aston.ac.uk/People/opperm/
Statistical physics, information theory and applied probability and applications to machien learning and complex systems.
Paccanaro, Alberto http://www.gatsby.ucl.ac.uk/~alberto/
Learning distributed representation of concepts from relational data.
Pathegama, Mahinda http://www.kes.unisa.edu.au/~mahinda/index.htm
Intelligent information systems, physiological sciences systems.
Pearlmutter, Barak http://www-bcl.cs.may.ie/~barak/
Neural networks, machine learning, acoustic source separation and localisation, independent component analysis, brain imaging.
Phillips, Jonathon http://www.itl.nist.gov/iaui/894.03/staff/jonathon.html
Face recognition.
Rao, Rajesh P. N. http://www.cs.washington.edu/homes/rao/
Models of human and computer vision.
Rasmussen, Carl Edward http://www.gatsby.ucl.ac.uk/~edward
Gaussian processes, non-linear Bayesian inference, evaluation and comparison of network models.
Revow, Michael http://www.cs.toronto.edu/~revow/
Hand-written character recognition.
Roberts, Stephen http://www.robots.ox.ac.uk/~sjrob/
Machine learning and medical data analysis, independent component analysis and information theory.
Rovetta, Stefano http://www.disi.unige.it/person/RovettaS/
Research on Machine Learning/Neural Networks/Clustering. Applications to DNA microarray data analysis/industrial automation/information retrieval. Teaching activities.
Roweis, Sam T. http://www.cs.toronto.edu/~roweis/
Speech processing, auditory scene analysis, machine learning.
Russell, Stuart http://www.cs.berkeley.edu/~russell/
Many aspects of probabilistic modelling, identity uncertainty, expressive probability models.
Saad, David http://www.ncrg.aston.ac.uk/People/saadd
Neural computing, error-correcting codes and cryptography using statistical and statistical mechanics techniques.
Sahani, Maneesh http://www.gatsby.ucl.ac.uk/~maneesh/
Statistical analysis of neural data, experimental design in neuroscience.
Sallans, Brian http://www.gatsby.ucl.ac.uk/~sallans
Decision making under uncertainty, reinforcement learning, unsupervised learning.
Saul, Lawrence K. http://www.cis.upenn.edu/~lsaul/
Machine learning, pattern recognition, neural networks, voice processing, auditory computation.
Saund, Eric http://www.parc.xerox.com/spl/members/saund/
Intermediate level structure in vision.
Schein, Andrew I. http://www.cis.upenn.edu/~ais
Machine learning approaches to data mining focussing on text mining applications.
Schetinin, Vitaly http://nnlab.tripod.com
Biomedical data mining, diagnostic rule extraction and quality control in industry using a variety of techniques.
Sejnowski, Terry http://www.salk.edu/faculty/sejnowski.html
Sensory representation in visual cortex, memory representation and adaptive organization of visuo-motor transformations.
Seung, Sebastian http://hebb.mit.edu/people/seung/
Short-term memory, learning and memory in the brain, computational learning theory.
Shkolnik, Alexander http://web.mit.edu/shkolnik/www/
Neurally controlled robotics.
Shuurmans, Dale http://www.lpaig.uwaterloo.ca:80/~dale/
Computational learning, complex probability modelling.
Simard, Patrice http://www.research.microsoft.com/~patrice/
Machine learning and generalization.
Smola, Alex J. http://mlg.anu.edu.au/~smola/
Kernel methods for prediction and data analysis.
Storkey, Amos http://www.anc.ed.ac.uk/~amos/
Belief networks, dynamic trees, image models, image processing, probabilistic methods in astronomy, scientific data mining, Gaussian processes and Hopfield neural networks.
Sutton, Richard S. http://www-anw.cs.umass.edu/~rich/sutton.html
Reinforcement learning.
Sykacek, Peter http://www.robots.ox.ac.uk/~psyk/
Brain Computer Interface.
Teh, Yee Whye http://www.cs.utoronto.ca/~ywteh
Learning and inference in complex probabilistic models.
Tipping, Mike http://research.microsoft.com/users/mtipping/pages/mtipping.htm
Bayesian learning, relevance vector machine, probabilistic principal component analysis.
Tishby, Naftali http://www.cs.huji.ac.il/~tishby/
Machine learning; applications to human-computer interaction, vision,neurophysiology, biology and cognitive science.
Versace, Massimiliano http://www.maxversace.com
Neural networks applied to visual perception and computational modeling of mental disorders.
Wainwright, Martin http://www.eecs.berkeley.edu/~martinw/
Statistical signal and image processing, natural image modelling, graphical models.
Wallis, Guy http://www.uq.edu.au/~uqgwalli/
Object recognition, cognitive neuroscience, interaction between vision and motor movements.
Weiss, Yair http://www.cs.huji.ac.il/~yweiss/
Vision, Bayesian methods, neural computation.
Welling, Max http://www.cs.utoronto.ca/~welling
Unsupervised learning, probabilistic density estimation, machine vision.
Wiegerinck, Wim http://www.mbfys.ru.nl/mbfys/people/wimw/
Inference in graphical models, mean field and variational approaches.
Williams, Christopher K. I. http://www.dai.ed.ac.uk/homes/ckiw/
Gaussian processes, image interpretation, graphical models, pattern recognition.
Winther, Ole http://eivind.imm.dtu.dk/staff/winther/
Variational algorithms for Gaussian processes, neural networks and support vector machines. Also work on belief propagation and protein structure prediction.
Wiskott, Laurenz http://itb.biologie.hu-berlin.de/~wiskott/homepage.html
Face recognition, Invariances in learning and vision.
Wu, Yingnian http://www.stat.ucla.edu/~ywu/
Stochastic generative models for complex visual phenomena.
Wunsch II, Donald C. http://www.ece.umr.edu/~dwunsch/
Reinforcement Learning, Adaptive Critic Designs, Control, Optimization, Graph Theory, Bioinformatics, Intrusion Detection.
Xing, Eric http://www.cs.berkeley.edu/~epxing/
Statistical learning, machine learning approaches to computational biology, pattern recognition and control.
Yedidia, Jonathan S. http://www.merl.com/people/yedidia/
Statistical methods for inference and learning.
Zemel, Richard http://www.cs.utoronto.ca/~zemel/
Unsupervised learning, machine learning, computational models of neural processing.
Zhou, Zhi-Hua http://cs.nju.edu.cn/people/zhouzh/
Neural computing, data mining, evolutionary computing, ensemble networks.
Zhu, Song Chun http://www.cis.ohio-state.edu/~szhu/
Vision and graphics, statistical modelling and computing, neural computation.




Marvin Minsky Abstracts

Marvin Minsky Abstracts





Brain Opera: Marvin Minsky http://park.org/Events/BrainOpera/text-site/libretto/marvin.html
Some thoughts on applying Minsky's 'The Society of Mind' to creating a music-based artistic experience.
Conscious Machines, by Marvin Minsky http://kuoi.asui.uidaho.edu/~kamikaze/documents/minsky.html
Article published in 'Machinery of Consciousness', Proceedings, National Research Council of Canada, 75th Anniversary Symposium on Science in Society, June 1991. On the Mark Hughes website.
Marvin Lee Minsky: Matter, Mind and Models http://www.medg.lcs.mit.edu/people/doyle/gallery/minsky/
Page with picture, and link to the document, which attempts to explain why people become confused by questions about the relation between mental and physical events.
Marvin Minsky Comment on Schooling http://www.rru.com/~meo/hs/minski.html
Thought provoking; part of some pages on home schooling.
Minsky, Marvin http://www.ai.mit.edu/people/minsky/minsky.html
One of the pioneers of artificial intelligence, and cognitive psychology, also work in mathematics, computational linguistics, robotics, optics. MIT.
Minsky, Marvin: Abstracts http://alpha-bits.ai.mit.edu/people/minsky/abstracts.html
Links to some of his many books and papers: some downloadable.
Review: Minsky's Society of Mind http://www.emcp.com/intro_pc/reading12.htm
If two minds are better than one, then how about two thousand? Positive review with references. On EMC/Paradigm Publishing website.
Scientist on the Set: An Interview with Marvin Minsky http://www-mitpress.mit.edu/e-books/Hal/chap2/two1.html
From the online book, edited by David G. Stork: Hal's Legacy: 2001's Computer as Dream and Reality.
Wired Archive: Marvin Minsky http://www.wired.com/wired/archive/people/marvin_minsky/
Stories involving Minsky.







Society for Robotics

Society for Robotics


AceUplink http://www.aceuplink.com/
Portal with a focus on robots and robot simulation games. Site includes discussion forums, news, and links.
American Society for the Prevention of Cruelty toward Robots http://www.aspcr.com/
A site devoted to ensuring the rights of any sentient robots that may someday be developed.
Android World http://www.androidworld.com/
Lots of information on androids and specific android projects.
Australia's Telerobot on the Web http://telerobot.mech.uwa.edu.au/
An ABB industrial robot operated via the Internet. Online since 1994 and originally controlled with a web browser applet, this was one of the first web-controlled robots. Registration is required to use the robot.
BBC Robot World http://www.bbc.co.uk/robots/
Offers news, reviews and history of robots, as well as robot building guides and a discussion forum.
Botic.com http://www.botic.com/
Portal for robot fans that includes forums, news, and chat room.
Electronics Forum http://www.dutchforce.com/~eforum/
Online discussion forum for subject related to electronics including robotics, analog design, analog filters, and tubes.
ERobot http://erobot.org/
Features robotics tutorials, discussion forums, pictures, and a directory of robot-related resources.
How Stuff Works - The Singing Fish http://www.howstuffworks.com/singing-fish.htm
Photographed autopsy of the popular singing fish novelty fad reveals its robotic-like subsystems with complete informative descriptions.
Humanoid Robotics http://www.inel.gov/adaptiverobotics/humanoidrobotics/
Idaho National Engineering and Environmental Lab page that provides an overview of Humanoid Robotics, addressing their history, current research, and ethical issues.
iRobotWorld http://hometown.aol.com/irobotworld/
Portal site featuring robot-related news and links.
Learn about Robots http://www.learnaboutrobots.com/
Includes commentary on robot related terminology and many applications of robotics including entertainment, military, space, industrial, and others.
Machine Grid http://www.machinegrid.com/
Portal site featuring tutorials, news, links, and other resources for robot builders.
Machine Intelligence Group http://www.migindia.com/
Robotics/AI portal with news and discussion forum. Based in India.
Orion Robots http://orionrobots.co.uk/
A weblog with tips and help on building robots, robot links and robot designs.
Plausible Futures Newsletter http://www.plausiblefutures.com/
News weblog on topics that include robotics, artificial intelligence, nanotechnology, biotechnology, and sciences that could dramatically affect the future of society.
Popular Mechanics Robotics http://www.popularmechanics.com/science/robotics/
Articles discussing the latest news on robotics technology and artificial intelligence research.
Retrofire - Rockets & Robots http://www.retrofire.com/
Portal for robots and rocket hobbyists. Site includes news, forums, plans, resources, and online store.
RoboFesta-UK http://www.robofesta-uk.org/
News and information site with a focus on educational robotics in the UK. Event announcements for UK robotics related events, as well as FAQs, educational resources download area, comprehensive links directory and user forums.
Robonyp's Website http://robonyp.8m.com
News, links, and several tutorials, on electronics and robotics.
Robot Bits http://www.robotbits.com/
Robotics portal with discussion forums, store, and link directory.
Robot Haven http://robothaven.net/
News, information and discussion about robots and robotics.
RobotCafe.com http://www.robotcafe.com
RobotCafe.com is a unique portal that offers search results based on quality and popularity. Find free tutorials, news, discussion forums, and an extensive directory of links to robotics websites.
Robotic Spot http://www.roboticspot.com/
Robotics portal site devoted to robotic locomotion and home automation. Based in Madrid, Spain. Site in English and Spanish.
Robotics http://www.geocities.com/SiliconValley/Garage/1288/
For those who wish to pursue robotics as a hobby. Lists software, hardware, mechanics and projects.
Robotics Daily http://www.roboticsdaily.com/
Offers an aggregate RSS newsfeed from a variety of robot news sites.
Robotics FAQ http://www.frc.ri.cmu.edu/robotics-faq/
For the newsgroups comp.robotics.misc and comp.robotics.research.
Robotics India http://www.roboticsindia.com/
Robotics community site for India. Site include discussion forums, news, and links.
Robotics Trends http://www.roboticstrends.com/
News, information, opinion and analysis portal covering the personal, service, mobile and military robotics markets.
Robots.net http://robots.net/
A news and discussion site for those interested in robots and robotics. Home of the Robot Competition FAQ and a variety of resource pages.
RobotsLife.com http://www.robotslife.com
News and interviews, and information on research and events.
RobotsRule.com Forum http://www.robotsrule.com/phpBB2/
Discussion forum for fans of the Robots.net web site.
Tech Geek http://www.techgeek.com
News and reviews on the latest robotics innovation, and projects to try.
The Telegarden http://telegarden.aec.at
A tele-robotic installation allows users to view and interact with a remote garden filled with living plants.
UK Robot pages http://www.robotpages.co.uk/
Discussion forum that aims to help robot enthusiasts in the United Kingdom form local robotics clubs.
Walking and Exotic Robots Forum http://forums.delphiforums.com/n/main.asp?webtag=walkbot&nav=start
Online discussion forum for people interested in developing legged robots. Requires free registration.







AA SOFTWARE

AA SOFTWARE


Alyuda NeuroIntelligence http://www.alyuda.com/
Neural network software and Excel add-ins for forecasting and data analysis. Supports several algorithms. Trial versions are available.
Amygdala http://amygdala.sourceforge.net/
Open-source software for simulating spiking neural networks, written in C++.
Annie http://annie.sourceforge.net
Open-source neural network library for C++ (Windows and Linux). Support for MLP, RBF and Hopfield networks. Interfaces with Matlab's Neural Network Toolbox.
Cobalt A.I. http://www.CobaltAI.com
Provides programming tools for rapid application development of artificial intelligence systems.
Cortex http://cortex.snowseed.com/cortex.htm
A back propagation neural network application.
DELVE http://www.cs.toronto.edu/~delve/
A standard environment for evaluating the performance of learning methods. Includes a number of datasets and an archive of learning methods.
EasyNN http://www.easynn.com
Neural network software for Windows with numeric, text and image functions.
ECANSE http://www.siemens.at/ecanse/
Provides a development environment for the design, simulation and testing of neural networks and their applications up to the production of an optimized software solution.
FANN http://fann.sourceforge.net
Neural network library implemented in ANSI C. Creates multilayer feedforward networks with support for both fully connected and sparse connected networks. Supports execution in fixed point, for fast execution on systems like the iPAQ.
Fann Neural Network for Mathematica http://www.geocities.com/freegoldbar/
Free interactive environment for Mathematica includes pattern recognition and time-series prediction samples.
Genesis http://www.genesis-sim.org/GENESIS/
A platform for simulating complex neural systems.
Java library http://aydingurel.brinkster.net/neural
Open source Java implementation of feed-forward neural nets: multi-layer perceptrons, generalized and modular feed-forward networks.
Joone http://www.jooneworld.com
Java Object Oriented Neural Engine is a free java neural net framework. Can be extended writing new modules.
LTF-Cimulator http://rainbow.mimuw.edu.pl/~mwojnar/ltfcim/
LTF-C neural networks simulator for solving classification problems.
MATLAB Neural Network Toolbox Tutorial http://carol.wins.uva.nl/~portegie/matlab/nnt/
A tutorial on how to construct custom neural networks starting from an empty network object.
N.A.R.I.A. http://naria.karasuma.net
An open project about simulating human-like intelligence with the help of neural networks.
Netlab http://www.ncrg.aston.ac.uk/netlab/
A library of MATLAB functions for simulating neural network algorithms based on the book Neural Networks for Pattern Recognition by Chris Bishop.
NeuCom http://www.aut.ac.nz/research_showcase/research_activity_areas/kedri/neucom/
Research project and Windows software with the emphasis on the evolving intelligence.
Neurak http://www.gameroom.com/quaternions/
A freeware environment for development and application of artificial neural networks.
Neural Net Oracle http://www.nnoracle.com
A stock market predictor based on neural networks.
Neural Network Leaves Recognition http://damato.light-speed.de/lrecog/
A neural network based system to recognize leaves written in Java. A Java-Applet is also available.
Neural Network Models in Excel http://www.geocities.com/adotsaha/NNinExcel.html
Neural network freeware for building prediction and classification models in Excel. Uses backpropagation. Can handle missing values and categorical data.
Neural Network Toolbox for MATLAB http://www.mathworks.com/products/neuralnet/
An environment for neural network research, design, and simulation within MATLAB.
Neural Networks at your Fingertips http://www.neural-networks-at-your-fingertips.com/
Neural network simulators for eight different network architectures with embedded example applications coded in portable ANSI C.
NeuralWorks http://www.neuralware.com/products.jsp
Professional II/PLUS is a comprehensive neural network development environment. Available for Windows and Unix. Predict is a neural network tool for solving prediction and classification problems. Available for Unix or as an Excel add-in for Windows.
NeuroBox http://www.cdrnet.net/projects/neuro/
An opensource .NET OOP library project written in C# to generate, propagate and train complex neural feedforward networks.
NeuroDesigner http://www.neurodesigner.com
A family of Java based computer products for neural network applications.
NeuroShell Predictor http://www.wardsystems.com/products.asp?p=predictor
Forecasting and estimation software based on neural networks. Demo version available.
NeuroSolutions http://www.neurosolutions.com
Icon-based neural network development software. Supports several types of networks and training algorithms. Trial version is available.
NeuroXL http://www.neuroxl.com
MS Excel add-ins based on neural networks. Designed for predicting, classification and financial forecasting.
NNSYSID Toolbox http://kalman.iau.dtu.dk/research/control/nnsysid.html
A set of MATLAB tools for neural network based identification of nonlinear dynamic systems.
NuRho http://www.sonit.biz/NuRho/NuRho/nurho.html
Java backpropagation neural network simulator. Supports wizard-based GUI and performance monitoring charts.
PDP++ http://www.cnbc.cmu.edu/PDP++/PDP++.html
A neural-network simulation system based on C++. This is the next generation of the PDP software originally released with McClelland and Rumelhart's PDP book.
Penguinwerks http://www.penguinwerks.com
Open source neural network library to create multi-layer perceptrons. Written in C#.
Psyche http://allies.freezope.org/page2
C++ libraries: multi-layer perceptron with stochastic learing and genetic algorithms.
Pythia http://www.runtime.org/pythia.htm
Software for simulation of back propagation neural networks. Evaluation version available.
RiniNet http://rinisoft.web1000.com/rininnlib/
An open source library implementing artificial neural networks.
Simbrain http://simbrain.sourceforge.net
A free java-based neural network simulation kit.
Stuttgart Neural Network Simulator http://www.informatik.uni-stuttgart.de/ipvr/bv/projekte/snns/snns.html
A simulation environment for research on applications of neural networks. Written in C and has an X based GUI.
Temporal Difference Learning Project http://www.geocities.com/chen_levkovich/tdlearningproject.html
Java sources for temporal difference learning Random Walk and Tic Tac Toe.
The Neural Simulation Language http://www.neuralsimulationlanguage.org
A simulation system for modeling large-scale general neural networks.
Tiberius http://www.philbrierley.com
Neural network for classification and regression problems. Supports ODBC and Excel.
Tom-ato's OCR http://www.thomastannahill.com/tom-ato/toc2.html
Showcases a java applet designed to recognize hand printed digits using a neural network. Digits can be drawn using the mouse and recognized by the applet in the browser.
Torch http://www.torch.ch
A library of state-of-the-art machine learning algorithms. Licensed under the GPL, and designed for Unix and Linux environments.
Tradecision http://www.tradecision.com/
Neural network software for technical analysis and stock market trading. Demo is available.
Xerion http://www.cs.toronto.edu/~xerion/
Neural network simulator based on C and Tcl. Made up of C libraries to build networks, and pre-built simulators.








Neural Network Research Fellows

Neural Network Research Fellows








Research Groups Neural Networks

Research Groups Neural Networks



Artificial Intelligence Research Laboratory - Iowa State University http://www.cs.iastate.edu./~honavar/aigroup.html
Neural Computing, hybrid systems, cognitive modelling, intelligent agents, distributed intelligence.
Brain-Style Information Systems Research Group - RIKEN http://www.bsis.brain.riken.go.jp/
Studies information processing in the brain from a mathematical and information theoretic viewpoint. Shun-ichi Amari of information geometry fame is the director.
Cavendish Laboratory Inference group - University of Cambridge http://wol.ra.phy.cam.ac.uk/is/Welcome.html
David MacKay's group working on machine learning, information theory, neural networks and Bayesian inference.
Center for Neural Engineering - University of Southern California http://www.usc.edu/dept/engineering/CNE
Inter-disciplinary research in engineering, neuroscience and medicine.
Center for Spoken Language Understanding at OGI http://cslu.cse.ogi.edu/nsel/
Group developing nonlinear estimation approaches which rapidly adapt on-line to speaker variations and changing noise sources.
Centre for Neural Networks - King's College London http://www.mth.kcl.ac.uk/cnn/
An inter-departmental center at King's College London coordinating research and teaching in neural networks. Part of NEuroNet.
Computation and Neural Systems - Caltech http://www.cns.caltech.edu/
Studies computations in neural systems, ranging from biological systems, to theoretical models and VLSI applications.
Computational Intelligence and Technology Laboratory - Universidade Federal de Minas Gerais http://litc.cpdee.ufmg.br/
Fundamental issues and applications of artificial neural networks, fuzzy systems and hybrid computational intelligence systems.
Computational Intelligence Group - University of Bristol http://lara.enm.bris.ac.uk/~cig/
Theory and applications of statistical learning theory, support vector machines and neural networks.
Computational Neuroscience Laboratory - UC Davis http://redwood.ucdavis.edu/
Bruno Olshausen's group working on coding strategies of the visual system for object recognition and scene analysis.
Departmant of Cognitive and Neural Systems and Center for Adaptive Systems - Boston University http://cns-web.bu.edu/
Neural and computational principles underlying human and animal behaviour; computational neuroscience, cognitive science and adaptive systems.
Digital Signal Processing Group - University of València - Estudi General http://gpds.uv.es
Digital signal processing and applications to Biomedical Engineering and Industrial Systems.
Dutch Foundation for Neural Networks http://www.mbfys.ru.nl/snn/
A consortium of Dutch neural networks research groups coordinating research into and applications of neural networks.
Gatsby Computational Neuroscience Unit - University College London http://www.gatsby.ucl.ac.uk
Studies neural computational theories of perception and action, with an emphasis on learning. Directed by Geoffrey Hinton.
Goodman Brain Computation Lab - University of Nevada http://brain.cs.unr.edu
To understand memory, learning and cognition through experiments and computational models, and to apply this knowledge to create brain-like artificial intelligence and neural prosthetic devices.
IEEE Neural Network Council http://www.ieee-nns.org/
Maintains geographically organized list of Neural Computing research programs worldwide.
Image Processing and Neural Networks Lab at the University of Texas at Arlington http://www-ee.uta.edu/eeweb/ip/
Developing theory, algorithms, and software for neural network regression and classification.
Institut fur Neuroinformatik - Ruhr-Universat Bochum http://www.neuroinformatik.ruhr-uni-bochum.de/
Research in systems biophysics, theoretical biology and complex systems.
Institute for Neural Computation at the University of California, San Diego http://www.inc.salk.edu/
Devoted to research and development addressing the challenges of understanding how humans function at the neural and cognitive levels, and solving major technological problems related to neural network implementations.
Kawato Dynamic Brain Project - ATR Japan http://www.jst.go.jp/erato/project/kgd_P/kgd_P.html
Mechanisms of human cognition and sensory-motor learning.
Laboratory for Artificial Neural Systems at the University of Texas at Austin. http://www.lans.ece.utexas.edu/
Primarily concerned with analyzing data in various forms - web logs, hypertext, XML, databases, signals and images
Machine Learning - University of Toronto http://learning.cs.utoronto.ca
Machine learning, statistical pattern recognition, probabilistic planning, adaptive systems.
Machine Learning and Neural Networks Group. University of Florence, Italy http://www.dsi.unifi.it/neural/
Learning about sequential and structured data, bioinformatics, document processing, natural language processing, pattern recognition.
Neural Computing Research Group - Aston University http://www.ncrg.aston.ac.uk/
The theory and applications of neural networks and related techniques.
Neural networks group - Austrian Research Institite for Artificial Intelligence http://www.ai.univie.ac.at/oefai/nn/nngroup.html
Theory and methodology of neural networks; medical applications; industrial applications; neural network simulation tools; and connectionism and cognitive modeling.
Neural Networks Research Centre - Helsinki University of Technology http://www.cis.hut.fi/
Research in artificial neural networks, pattern recognition and signal processing.
Neuroengineering Laboratory at the University of California, San Diego http://www.cse.ucsd.edu/users/emj/neuroeng/
Application areas include computer vision (including image processing and video), text-based information retrieval, pattern recognition and learning in data bases, and large-scale optimization using novel methods.
NeuroTeam - University of Tübingen http://www.Neuroteam.de/e_index.html
Neural networks for biomedical applications, sensory analysis, quality control and signal processing.
Seung Lab for Theoretical Neuroscience - MIT http://hebb.mit.edu/
Mathematical theories of the mind, learning and memory in biological and artificial neural networks.







ESANN Electronics and NIPS Online Abstracts

ESANN Electronic Proceedings http://www.dice.ucl.ac.be/esann/proceedings/electronicproceedings.htm
Free access to proceedings of past ESANN conferences in PDF format. Some abstracts are missing and some papers are scanned.
NIPS Online Abstracts and Papers http://nips.djvuzone.org/
Free access to papers for all NIPS conferences. Papers are in DjVu format (free software and plug-ins available).







Neural Networks Publications


Applied Soft Computing http://www.elsevier.com/locate/asoc/
Electronic journal of the World Federation on Soft Computing (WFSC).
Cognitive Systems Research http://www.cecs.missouri.edu/~rsun/journal.html
Covers quarterly all topics in the study of cognitive processes, in both natural and artificial systems. Website offers information and resources for authors, ordering information and staff list.
Connexions http://www.open.ac.uk/Arts/connex/
Occasional online journal of theoretical work in contemporary cognitive science. Offers 6 issues since 1996 in PDF format.
IEEE Transactions on Neural Networks http://www.ieee-nns.org/pubs/tnn/
Bimonthly journal that publishes papers concerned with the theory, design, and application of neural networks. Website offers all issues in PDF format for site members, forms and guidelines for submitting content and list of books to be reviewed.
International Journal of Computational Intelligence and Applications http://ejournals.wspc.com.sg/ijcia/ijcia.shtml
Includes current articles and historical abstracts.
Journal of Machine Learning Research http://www.ai.mit.edu/projects/jmlr/
Publishes scholarly articles in all areas of machine learning electronically. Paper volume release 8 times annually. Website contains content in different formats, e.g. PDF and HTML, information and resources for authors and staff list.
Journal of Neuroscience http://www.jneurosci.org/
Weekly official journal of the Society for Neuroscience, Washington, DC. Website offers for instance content downloads going back to 1981 (partly free), content alert via email, information and online submission system for authors.
Kluwer Academic Publishers: Brain and Mind http://www.wkap.nl./journalhome.htm/1389-1987
A journal providing information on neuroscience and neurophilosophy. Journal contents, author instructions, and subscription form.
Network: Computation in Neural Systems http://www.iop.org/EJ/journal/Network
Aims to make theoretical results and methods in computational neuroscience accessible to neurobiologists, psychologists and cognitive scientists within 4 issues annually. Website contains information and resources for authors, ordering information, PDF archive for members dating back to 1990 and email alert service.
Neural Computation http://neco.mitpress.org/
Offers articles, titles, and reviews. Site has an archive going back to 1995.
Neural Computing Surveys http://www.icsi.berkeley.edu/~jagota/NCS/
Offers issues dating back to 1998 in PDF format, information and resources for authors and staff list.
Neural Networks Journal http://www.inns.org/nnjournal.asp
Official journal of the International, European and Japanese Neural Network Society published 10 times annually. Website contains information for authors, ordering information and content alert via email.
Neural Processing Letters http://www.kluweronline.com/issn/1370-4621
Publishes research results and ideas in all fields of artificial neural networks. Website contains contents going back to 1997 in PDF format pay-per-view, information and online submission system for authors and staff list.
SPC Magazine http://www.spc.org.pe/SPCMagazine/
The Peruvian Computer Society's magazine that publishes peruvian scientific content. we want to become prestigious promotors and broadcasters of scientific research and knowledge according to the Peruvian Computer Society's statements.







CITE -- Elsevier Science http://www.elsevier.com/cite
Online access to Elsevier Science publications in computational intelligence, and related resources.
Psychology Press Alert http://www.psypress.co.uk
An email service delivering tables of contents in advance of publication for Psychology Press, Taylor and Francis, Brunner-Rouledge and Carfax behavioural science journals .




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