Neural Networks Links

• General Interest
• Online Repositories and Bibliographies
• Research Groups, Institutes and Associations
• Journals and Magazines
• Conferences and Workshops
• Related Links
• Software
• Datasets

General Interest

• Neural Networks Frequently Asked Questions
• Neural Network Links
A very Comprehensive list of Neural Nets related pages
• Gateway To The Neural Net World
Neural WWW sites by country and institution
• The Backpropagator's Online Reading List and Review
This is a Backpropagation FAQ, a reading list. The page includes sections like : Basics, Limitations, Activation Functions, Integer Weights and Arithmetic, The Size of the Network, Data Representation, Faster Training, Recurrent Networks, Improving Results, Extracting Rules, Applications (specific articles), Applications (net sites) and Temporal Difference.
• WWW Neural Network Home Pages
A list of NN homepages with a lot of links to research groups
• Kevin Gurney's neural net course
• Connectionists.
mailing list archives ftp directory.

To send mail to everyone on the list, address it to Connectionists@CS.CMU.EDU
Requests for addition to the list, change of address and other administrative matters should be sent to: Connectionists-Request@cs.cmu.edu

Online Repositories and Bibliographies

• CMU Artificial Intelligence Repository
• The Neuroprose Archive
FTP archive site at ohio state - lots of papers about Neural Networsk in compressed postscript form
• Neural Information Processing Systems 1995 Papers online
• Techreport archive
University of Berkeley - lots of NN tech reports
• Combining Estimators
Links to pages of researchers working in the area and links to couple of papers on the subject.
• Neural Network Bibliography search pages
• Neural Network Bibliographic Search Tools
• The book: Machine Learning, Neural and Statistical Classification
D. Michie, D.J. Spiegelhalter, C.C. Taylor (eds).
This book (originally published in 1994 by Ellis Horwood) is now out of print. The copyright now resides with the editors who have decided to make the material freely available on the web.
• Unified Computer Science TR Index
• The Connectionists Archive
• The Connectionists Bibliographies
• Neural Computing Surveys
A refereed electronic journal published on the World Wide Web
• ML Papers
  Lot of machine learning Papers

Journals and Magazines

• Neural Computation
• Neural Computing Surveys
A refereed electronic journal published on the World Wide Web. This journal aims to bring the second approach to bear. It is intended to
• Encourage researchers to write good survey papers.
• Provides an efficiently searchable repository -- perhaps the first that comes to mind -- for researchers to look at in times of need.
• Neural Computing Applications Journal
at Sunderland University
• IEEE Neural Network Council Home Page
  Home of IEEE Transactions on Neural Networks

Research Groups, Institutes and Associations

• Robotics and Neurocomputing at University of Amsterdam
• LCP - Control Laboratoty at UFSC.
• UTCS Neural Nets Research Group  at University of Texas at Austin.
• Center for Adaptive Systems (CAS) and Cognitive and Neural Systems(CNS) at Boston University
• Neural Networks Group at the Austrian Research Institute for Artificial Intelligence (OFAI)
• Neural Adaptive Control Technology (NACT) at Glasgow University
• University of Kent at Canterbury (UKC)
• NeuralComputing Applications Forum (NCAF)
• Neural Computing Research Group at Aston University
• Adaptive Networks Lab Home Page at University of Massachusetts at Amherst (UMass)
• DSI ANN group at Università degli Studi di Firenze
• LANS Home Page
• Research Group Robotics & Process Control at University of Kaiserslautern
• International Neural Network Society
• Lists of NN societies here and here

Conferences and Workshops

• Neural Networks Conferences and Other Events
• V SBRN - Brazilian Neural Networks Symposium - belo Horizonte, Brazil - December 1998
• 4th Brazilian Symposium on Intelligent Automation, Brazil - September 1999
• Conferences
Conferences search site
• Computer Science and Math Conference List
This page allows you to search or browse the conference list or add your conference announcement.

Software

• Stuttgart Neural Network Simulator
SNNS (Stuttgart Neural Network Simulator) is a software simulator for neural networks on Unix workstations developed at the Institute for Parallel and Distributed High Performance Systems (IPVR) at the University of Stuttgart.
• NetLab
Neural Net Add-on software for MatLab from Chris Bishop and Ian Nabney
• CMU Artificial Intelligence Repository
Neural Networks, Connectionist Systems, and Neural Systems
• Neural Network Simulation Tools
• PDP++ Home Page
A general NN simulation package written in C++ for unix-X windows. New generation of PDP software.
• Neural Network Documents, links, softwares and demos

Related Links

• David Aha's List of Machine Learning Resources
• Machine Learning Links
A very Comprehensive list of ML related pages
• The Reinforcement Learning Group at Carnegie Mellon
• IEEE Home Page
• StatLib Index
Lots of datasets and statistical software and information.
• SGI's MLC++
A library of machine learning code
• CMU Center for Automated Learning and Discovery
• CMU Learning Lab

Datasets

• The Machine Learning Database Repository at UC Irvine .
The largest and the most popular site for data sets and domain theories for evaluating learning algorithms.
• Neural Networks Benchmarking homepage
The homepage of the very successful NIPS*95 workshop on benchmarking has now been converted into a repository for information about benchmarking issues: Status quo, methodology, facilities, and related info.
• Elena data
The set of databases available in this directory is to be used for tests and benchmarks of machine-learning classification algorithms. The databases are splitted into two parts: ARTIFICIALly generated databases, mainly used for preliminary tests, and REAL ones, used for objective benchmarks and comparisons of methods.
• Information Exploration Shootout.
Which data exploration tools are better? Which work on what kind of data sets? Are certain combinations better? How do data analysts or explorers discover patterns in data? The Information Exploration Shootout is a project to help answer these questions.
• Delve
A site with Data for Evaluating Learning in Valid Experiments
• CMU nnbench
The Carnegie Mellon University collection of neural net benchmarks
• Data sets
from Jan de Leeuw UCLA Statistics Textbook
• National Space Science Data Center
(NSSDC) WWW homepage with a significant amount of information about all of NASA's data sets from planetary exploration, space and solar physics, life sciences, astrophysics, including many links to other sites.
• Proben1 here or here
A Set of Neural Network Benchmark Problems (Size: ~2Mb !!).
• Synthetic Classification Data Sets (SCDS) program
Developed by Gabor Melli for generating synthetic data sets which are particularly useful to test Knowledge Discovery from Database (KDD) algorithms.
• Resources for Economists on the Internet
Lots of real world databases which can be used in NN applications.
• United States Census Bureau.