Difference between revisions of "VS298: Reading"

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* [http://connes.berkeley.edu/~amir/vs298/superlearn2.pdf Handout] on supervised learning in multi-layer feedforward networks - "backpropagation"
 
* [http://connes.berkeley.edu/~amir/vs298/superlearn2.pdf Handout] on supervised learning in multi-layer feedforward networks - "backpropagation"
 
* Y. LeCun, L. Bottou, G. Orr, and K. Muller (1998) [http://connes.berkeley.edu/~amir/vs298/lecun-98b.pdf  "Efficient BackProp,"]  in Neural Networks: Tricks of the trade, (G. Orr and Muller K., eds.).
 
* Y. LeCun, L. Bottou, G. Orr, and K. Muller (1998) [http://connes.berkeley.edu/~amir/vs298/lecun-98b.pdf  "Efficient BackProp,"]  in Neural Networks: Tricks of the trade, (G. Orr and Muller K., eds.).
* Pouget, A., and Sejnowski, T.J. (1997) [http://connes.berkeley.edu/~amir/vs298/pouget-bf-jcn97.pdf  Spatial transformations in the parietal cortex using basis functions.]  Journal of Cognitive Neuroscience. 9(2):222-237.
 
 
* [http://www.cnl.salk.edu/ParallelNetsPronounce/index.php NetTalk demo]
 
* [http://www.cnl.salk.edu/ParallelNetsPronounce/index.php NetTalk demo]

Revision as of 00:38, 19 September 2008

For each lecture, we also have a list of optional reading corresponding to ideas discussed in lecture. You may read these if you are interested in the particular topic: Optional Reading

2 Sep

04 Sep

Optional reading for more background:

16 Sep

  • Handout on supervised learning in single-stage feedforward networks

18 Sep

  • Handout on supervised learning in multi-layer feedforward networks - "backpropagation"
  • Y. LeCun, L. Bottou, G. Orr, and K. Muller (1998) "Efficient BackProp," in Neural Networks: Tricks of the trade, (G. Orr and Muller K., eds.).
  • NetTalk demo