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Sites:

Boosting Research Site  - http://www.boosting.org/  Scientific homepage on boosting and ensemble learning methods.  neural101.com  - http://www.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.  Maximum Entropy Online Resources  - http://omega.albany.edu:8008/maxent.html  Workshops, tutorials, papers and software related to maximum entropy.  Sequential Monte Carlo Methods  - http://www-sigproc.eng.cam.ac.uk/smc/index.html  Website dedicated to sequential data analysis and tracking using particle filters.  Neuroinformatics  - http://www.neuroinf.org/  A hub for the neuroinformatics community, with information on workshops and courses. Also hosts the comp-neuro mailing list.  David E. Rumelhart Prize  - http://www.cnbc.cmu.edu/derprize/  An annual award for contributions to the formal analysis of human cognition.  Bibliographies on Neural Networks  - http://liinwww.ira.uka.de/bibliography/Neural/index.html  Part of the collection of computer science bibliographies.  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.  Sumeet's neural networks listing  - http://www.geocities.com/sumeet_gupta/neural.html  Includes related fields like genetic algorithms, fuzzy logic, adaptive computing and complex systems and descriptions of each site.  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.  Neural Network Applications  - http://www.prettyview.com/ann  Applications of neural networks for feature selection, dimension reduction and data mining.  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.  Neuroquant.com  - http://www.neuroquant.com  Devoted to the research and development of trading systems for financial markets using artificial neural networks and genetic algorithms.  Reinforcement Learning Repository  - http://www-anw.cs.umass.edu/rlr/  A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.  Neural Network Centers Around the World  - http://www.brain.riken.jp/labs/mns/geczy/Links.html  Collection of Neural Network resources sorted by topic.  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.