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Wikipedia: Neural Network

http://en.wikipedia.org/wiki/Neural_network

Free encyclopedia article addressing the historical background, the learning paradigms and the different application areas.

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Reinforcement Learning Repository

http://www-anw.cs.umass.edu/rlr/

A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.

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Principal Curves Page

http://www.iro.umontreal.ca/~kegl/research/pcurves/

Introduction to principal curves, with summary of and links to publications, demo, and software.

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Neuroinformatics

http://www.neuroinf.org/

A hub for the neuroinformatics community, with information on workshops and courses. Also hosts the comp-neuro mailing list.

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Neural Network FAQ

ftp://ftp.sas.com/pub/neural/FAQ.html

This FAQ from comp.ai.neural-nets contains the most commonly asked questions about neural networks, including some great introductory material.

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Maximum Entropy Online Resources

http://omega.albany.edu:8008/maxent.html

Workshops, tutorials, papers and software related to maximum entropy.

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Gaussian Processes

http://www.cs.toronto.edu/~carl/gp.html

A website keeping track of developments in Gaussian processes. Has links to online papers and their authors and software.

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Evolutionary Design of Neural Architectures

http://www.cs.iastate.edu/~gannadm/homepage.html

A repository maintained by the Artificial Intelligence Research Group led by Vasant Honavar in the Department of Computer Science at Iowa State University.

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David E. Rumelhart Prize

http://rumelhartprize.org/

An annual award for contributions to the formal analysis of human cognition.

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