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

Part of the collection of computer science bibliographies.

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

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

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

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

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

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

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

Collection of Neural Network resources sorted by topic.