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Neural Network resources

• WEB-Information newsgroups, FAQs, mailing lists etc.
• Research groups
• People
• Software
• Hardware
• Courses
• Conferences and workshops
• Journals and Societies
• Bibliographies
• Related topics

• Main hypertext Neural FAQ maintained by Warren Sarle.
• Hypertext Neural FAQs in Germany and in the USA.
• comp.ai.neural-nets newsgroup and its FAQ archive.
• Neural ART FAQ maintained by G. Bartfai and D. Tauritz.

• Neural Networks at Pacific Northwest Lab - An excellent source of information about all (software, hardware, conferences, home pages ...) things neural.
• Neuroscience Web Search Site excellent collection of information.
• Yahoo neural network catalogue.
• Large! Neural Network archive in Finland.
• DTI Neurocomputing Club
• Backpropagation online reading list and software maintained by Don Tveter.
• References on Applications of Neural Networks in Finance and Economics by Athanasios Episcopos.
• Neural Networks and Remote Sensing Interest Group by Aaron Turner at York University.
• Neural networks and finance by Charles Lam.
• Application Corner by NeuroDimension Inc.
• Case Studies of Successful Applications as part of the EU Esprit SIENA project.
• Neurotec including demos.

• Connectionists mailing list.
• Neuron-UK mailing list.
• Cellular Neural Networks mailing list.

• CNBC Center for the Neural Basis of Cognition at Carnegie Mellon University.
• NeuroNet Kings College, London.
• NeuroColt Computational learning reports.
• NACT Neural Adaptive Control Technology.
• Neural Networks Research Centre at Helsinki University, Finland, lead by Prof. T. Kohonen.
• Brain Information Processing Group, Frontier Research Program, Japan, lead by Prof. Amari.
• SNN the Foundation for Neural Networks, the Netherlands.
• Neural Networks research group at the University of Texas, USA.
• Neural Computing Research Group at Aston University, UK.
• Neural Computing Research Group at Bristol University, UK.
• Centre for Neural Computing Applications, Brunel University, UK.
• Connectionist Group at LAFORIA-IBP, Paris, France.
• Centre for Cognitive and Computational Neuroscience at Stirling University.
• Grace Wahba ANOVA information service, including software and papers
• IDIAP (Valais - Switzerland) Neural Network home page
• Universite Catholique de Louvain, Neural Network Group, Pattern recognition and ESPRIT III Elena project
• Computer Science Techreport index (including neuroprose) search facility (very useful)
• Department of Adaptive Systems joint department of the Attila Jozsef University, Szeged and the Institute of Isotopes of the Hungarian Academy of Sciences.
• Dipartimento di Sistemi e Informatica (University of Florence, Italy) Local feedback recurrent networks, speech, symbolic rule inference
• Neural Networks Group at OFAI
• Stefan's Connectionist WWW List
• University of Amsterdam Robotics and Neurocomputing
• DSI Neural Network Research Group
• Neuroscience
• David MacKay's homepage and the Baysian methods for Neural Networks FAQ.
• Radford Neal's homepage
• Reinforcement learning and cross validation code by Charles Anderson.
• Neural Nets home page at the University of Warwick.
• PARC Paris.
• Systems Biophysics Group research at the Institut fur Neuroinformatik, Bochum, Germany.
• Institute for Information Technology Neural recources page.
• Combining Estimators page.

• NeuroNet Researchers' Database.

• NeuFrame which is produced by Neural Computer Sciences.
• Netlab Help files, matlab Neural Network toolbox from Aston.
• NeuroLab for Extend.
• NeuroSolutions by NeuroDimension Inc.
• DataEngine a fuzzy and neural development environment produced by MIT.
• NNModel by Neural Fusion.
• Adaptive Logic Networks: ATREE by Bill Armstrong.
• ANN controller for a 6-DOF F-15 aircraft model: simulation and dissertation by Robert Tisdale.
• PDP++ A C++ neural network simulator written by R.C. O'Reilly, C.K. Dawson and J.L. McClelland, Carnegie Mellon University.
• SNNS Stuttgart Neural Network Simulator.
• ENCASE Environment for Computer Aided Neural Software Engineering by Siemens.
• NeuroGenetic Optimizer by BioComp Systems Inc.
• Matlab Neural Networks toolbox.
• Matlab Neural Networks for Control toolbox.
• Trajan - neural network simulation package by Andrew Hunter.
• Baysian learning for neural networks by Radford Neal.
• NeuroStock
• GMDH.
• Neural Connection by SPSS Inc.
• Thinks and Thinks PRO by Logical Designs Consulting, (a 30-day free trial version is available).
• NetProphet: Stock Tracking and Prediction.
• Neureka ANS, X windows and DOS.
• MLP OCX network by Martin Jensen.
• Fuzzy ART from CNS.
• Fuzzy ART and the PlaNet simulator.
• PlaNet Fuzzy ART for the PlaNet simulator.
• Software standards for reinforcement learning by Rich Sutton.
• Probabilistic Neural Network MATLAB demo toolbox.
• NNelmos DOS-based public domain perceptron, MLP and Kohonen net simulator.
• Software products from Universal Problem Solvers.
• Reinforcement learning and cross validation code by Charles Anderson.
• Applets for Neural Network and Artificial Life
• Neural net software with a free Java demo.
• Backprop_XOR: a neural network in Java by David Croft.
• 3D Kohonen TSP-type demonstration by Jochen Froehlich and his thesis.
• Multi-Layer Perceptron Java Demo by Gerard Davison.
• Neural Gas Java models by Hartmut Loos.
• Elastic Net Method for the Travelling Salesman Problem Java Demo by A Budnik and T Filipova.
• CMAC - 2D robot arms by Rene Jager.
• Blocks World Java Demo by Andrzej Bieszczad.
• Bayesian Self-Organising Map (BSOM) by Akio Utsugi.
• Neural Planner by Stephen Wolstenholme.
• SOM and LVQ Self-Organising Map and Learning Vector Quantization public domain software implementations.
• WEBSOM - Self-Organising Map for Internet Exploration.
• Cellular automata simulations and some alife software.
• Artificial neural network and statistical pattern recognition software ANNLIB and SPRLIB at Delft.
• PGAPack Parallel Genetic Algorithm Library.
• Smoothing spline software library created by Grace Wahba.
• Surface approximation software and reports at Washington University.
• SNARL Simple Neural ARchitecture Library by Simon Levy.

• Commercial software list maintained at the Pacific Northwest Laboratory.
• Share and freeware list maintained at the Pacific Northwest Laboratory.
• Neural tools and applications as part of the EU Esprit SIENA project.
• comp.ai.neural-nets archives which holds details about commercial software and freeware.
• Neural products marketed by the Parallel Performance Group.

• Hardware list held at CERN.
• SMT 306 Neural procesing 'C40 TIM module.

• An exercise supplement and lecturing overheads by A Jagota for the book "Introduction to the Theory of Neural Computation" by Hertz, Krogh and Palmer (the exercises file is called HKP.ps and a solutions manual is also available for instructors via Email).
• Computational Models of Neural Systems by Dave Touretzky.
• Elements of Neural Computation by Vasant Honavar.
• Introduction to Neural Networks by Leslie Smith at Stirling University (see his homepage for other course links).
• An Introduction to Neural Networks course by Krose and Smagt.
• Neural Computing course run by the ISIS research group.
• Neural courses at MIT including:
  • Learning, Approximation and Networks by T. Poggio and F. Girosi.
• Neural networks course by Kevin Gurney at Brunel University, UK.
• MSc in Neural and Evolutionary Systems, at Brunel University, UK.
• CD-ROM: Learning Neural Networks by ABAS UK Ltd.
• Reinforcement Learning: A Tutorial by Mance E. Harmon.

• IEEE neural network conferences and their general conference list.
• Searchable Conference Announcements Library that contains many fuzzy, neural and AI conferences.
• List maintained by Pacific Northwest Lab.
• Long list maintained by Paul Bakker at University of Queensland (published in Neural Networks).
• List maintained by F Murtagh and H Withagen at Eindhoven University of Technology.
• Searchable conference index maintained at the Institut Dalle Molle d'Intelligence Artificielle Perceptive, Switzerland.
• NIPS Neural Information Processing Systems.
• Past conference proceedings on CD-ROM with a WWW searchable index from Causal Productions Pty Ltd.
• news.announce.conferences newsgroup and its associated FAQ.

• The IEEE journals including:
  • Transactions on Neural Networks.
• The International Neural Network Society (INNS) and the Neural Networks journal.
• The Italian Neural Network Society.
• NACF Neural Computing Applications Forum.
• Neural Processing Letters Journal abstracts
• World Scientific Press and journals including
  • International Journal of Neural Systems
• The MIT Press and journals including:
  • Neural Computation and an independent site
  • Adaptive Behaviour.
• Network: Computation in Neural Systems
• Psycoloquy Journal, Behavioral & Brain Sciences (BBS), and Harnad E-Print Archive
• Harnad E-Print Archive and Psycoloquy and BBS Journal Archives
• Southampton University Cognitive Sciences Centre: Speaker Series
• Connection Science

• Excellent collection of NIPS and Journal bibliographies at the Centre for Computational Intelligence.
• Abstracts from the HELNET Int. Workshop on Neural Networks
• Polynomial (high-order) networks by Lee Giles.
• Bibliography on Neural Nets held at the Computer Science Bibliography Collection.
• Data Mining and Neural Networks by Andy MacFarlane.

• Fuzzy logic and neurofuzzy (neuro-fuzzy) resources.
• Neural network resources.
• Pattern Recognition.