VS298 (Fall 06): Reading

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29 Aug

  • Bell, A.J. Levels and loops: the future of artificial intelligence and neuroscience. Phil Trans: Bio Sci. 354:2013--2020 (1999) here or here

06 Sep

08 Sep

Optional reading for more background:

20 Sep

  • Handout on supervised learning in single-stage feedforward networks

22 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.).
* Pouget, A., and Sejnowski, T.J. (1997) Spatial transformations in the parietal cortex using basis functions.  Journal of Cognitive Neuroscience. 9(2):222-237.