Artificial Intelligence: Neural Networks

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

Gaussian Processes

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

Maximum Entropy Online Resources

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

Neural Network Applications

Applications of neural networks for feature selection, dimension reduction and data mining.

Neural Network Centers Around the World

Collection of Neural Network resources sorted by topic.

Neural Network FAQ

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

Neuroinformatics

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

Principal Curves Page

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

Reinforcement Learning Repository

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

Sequential Monte Carlo Methods

Website dedicated to sequential data analysis and tracking using particle filters.

Sumeet's neural networks listing

Includes related fields like genetic algorithms, fuzzy logic, adaptive computing and complex systems and descriptions of each site.