Neural Network Related Web Site

• Vector Calculus Tutorials
  • Elementary vector Analysis from HMC Mathematics online tutorials.
• Linear Algebra Tutorials
  • Professor G. Strang Linear Algebra Course at MIT (Spring 2010). In particular, you may find lecture videos and lecture notes in MIT open courseware.
• Probability and Statistics Tutorials
  • Probability and Statistics On-Line Tutorial by Professor Timothy C. Haas at UW-Milwaukee. Last update: March 22, 2011
• Neuron models on the web:
• On line notes of Gerstner and Kistler, Spiking Neuron Models. Single Neurons, Populations, Plasticity, Cambridge University Press, 2002
• Introduction to Fuzzy Systems
• An animation of the kmeans clustering (LGB Vector quantization) algorithm from data-compression.com
• A useful references for MOE lecture. Opitz, D. and Maclin, R. (1999) "Popular Ensemble Methods: An Empirical Study", Journal of Artificial Intelligence Research, Volume 11, pages 169-198, ( PDF file)
• Tutorial on PCA by Lindsay Smith.
• Matlab tutorials -- for those who wants to learn basics of Matlab.
  
  • Official Matlab tutorial from Mathworks, Inc.
  • Southern Illinois University at Carbondale
  • A partial list of Matlab on-line tutorials
  • A list of tutorials
  • University of Maryland
  • University of Florida

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Last update: September 2, 2010