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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.
• Neural Network Resources   - Extensive collection of Neural Network resources.

• Bibliographies on Neural Networks - Part of the collection of computer science bibliographies.
• Boosting Research Site - Scientific homepage on boosting and ensemble learning methods.
• 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.
• 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.
• David E. Rumelhart Prize - An annual award for contributions to the formal analysis of human cognition.
• Evaluation of Face Recognition Algorithms - An online resource for face recognition researchers that provides a standard set of well known algorithms and experimental protocols with which novel algorithms can be compared.
• 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.
• Gaussian Processes - A website keeping track of developments in Gaussian processes. Has links to online papers and their authors and software.
• Kernel Machines - A central source of information on kernel based methods, including support vector machines, Gaussian processes.
• 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.
• 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.
• Neuroinformatics - A hub for the neuroinformatics community, with information on workshops and courses. Also hosts the comp-neuro mailing list.
• Neuroquant.com - Devoted to the research and development of trading systems for financial markets using artificial neural networks and genetic algorithms.
• 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 Michigan State University.
• 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.

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