(formerly Encyclopedic directory)
Neural Networks
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Neural Network FAQ
This FAQ from comp.ai.neural-nets contains the most commonly asked questions about neural networks, including some great introductory material.
ftp://ftp.sas.com/pub/neural/FAQ.html
Neural Network Resources
Extensive collection of Neural Network resources.
http://www.mns.brain.riken.go.jp/~geczy/Links.html
Sumeet's neural networks listing
Includes related fields like genetic algorithms, fuzzy logic, adaptive computing and complex systems and descriptions of each site.
http://www.geocities.com/sumeet_gupta/neural.html
Creativity Machine Paradigm
Device for the autonomous generation of useful information. A chaotically perturbed net produces novel concepts derived from its training while a second net isolates any concepts of potential value.
http://www.imagination-engines.com/technologies/cm.htm
Neural Network Applications
Applications of neural networks for feature selection, dimension reduction and data mining.
http://www.prettyview.com/ann
Evolutionary Design of Neural Architectures
A repository maintained by the Artificial Intelligence Research Group led by Vasant Honavar in the Department of Computer Science at Iowa State University.
http://www.cs.iastate.edu/~gannadm/homepage.html
Neuroquant.com
Devoted to the research and development of trading systems for financial markets using artificial neural networks and genetic algorithms.
http://www.neuroquant.com
Reinforcement Learning Repository
A centralized resource for researchers of reinforcement learning. Maintained at Michigan State University.
http://www.cse.msu.edu/rlr/
Boosting Research Site
Scientific homepage on boosting and ensemble learning methods.
http://www.boosting.org/
neural101.com
Non-commercial site for information related to trading the financial markets using neural networks. Includes message bases, links and database of trading indicators, systems, and scans.
http://www.neural101.com
Connectionists
Moderated mailing list for discussion of technical issues and dissemination of information pertaining to neural computations. Membership is restricted to students and faculty members.
http://www.cnbc.cmu.edu/other/connectionists.html
Maximum Entropy Online Resources
Workshops, tutorials, papers and software related to maximum entropy.
http://omega.albany.edu:8008/maxent.html
Gaussian Processes
A website keeping track of developments in Gaussian processes. Has links to online papers and their authors and software.
http://www.cs.utoronto.ca/~carl/gp.html
Sequential Monte Carlo Methods
Website dedicated to sequential data analysis and tracking using particle filters.
http://www-sigproc.eng.cam.ac.uk/smc/index.html
Neuroinformatics
A hub for the neuroinformatics community, with information on workshops and courses. Also hosts the comp-neuro mailing list.
http://www.neuroinf.org/
David E. Rumelhart Prize
An annual award for contributions to the formal analysis of human cognition.
http://www.cnbc.cmu.edu/derprize/
Bibliographies on Neural Networks
Part of the collection of computer science bibliographies.
http://liinwww.ira.uka.de/bibliography/Neural/index.html
Principal Curves Page
Introduction to principal curves, with summary of and links to publications, demo, and software.
http://www.iro.umontreal.ca/~kegl/research/pcurves/
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