Difference between revisions of "VS265: Reading Fall2012"

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==== 8 Oct ====
 
==== 8 Oct ====
* Barlow, HB  
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* Barlow, HB [http://redwood.berkeley.edu/vs265/barlow1972.pdf Single units and sensation: A neuron doctrine for perceptual psychology?]  Perception, volume 1, pp. 371 -394 (1972)
[http://redwood.berkeley.edu/vs265/barlow1972.pdf Single units and sensation: A neuron doctrine for perceptual psychology?]  Perception, volume 1, pp. 371 -394 (1972)
 
 
* Foldiak, P. [http://redwood.berkeley.edu/vs265/foldiak90.pdf Forming sparse representations by local anti-Hebbian learning]. Biol. Cybern. 64, 165-170 (1990).
 
* Foldiak, P. [http://redwood.berkeley.edu/vs265/foldiak90.pdf Forming sparse representations by local anti-Hebbian learning]. Biol. Cybern. 64, 165-170 (1990).
 
* Olshausen BA, Field DJ. [http://redwood.berkeley.edu/vs265/bruno-nature.pdf Emergence of simple-cell receptive field properties by learning a sparse code for natural images], Nature, 381: 607-609. (1996)
 
* Olshausen BA, Field DJ. [http://redwood.berkeley.edu/vs265/bruno-nature.pdf Emergence of simple-cell receptive field properties by learning a sparse code for natural images], Nature, 381: 607-609. (1996)

Revision as of 21:32, 9 October 2012

27 Aug

29 Aug

Optional:

05 Sep

17 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

24 Sep

Optional:

8 Oct

Optional readings:

15 Oct

Here are some additional links to papers mentioned in lecture. Optional reading:

- Gary Blasdel, Orientation selectivity, preference, and continuity in monkey striate cortex., J Neurosci, 1992. Another source of many of nice images are in the galleries on Amiram Grinvald's site: [1]

- From Clay Reid's lab, Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex. Make sure you look at the supplementary material and videos on their web site (seems partly broken) [2].

17 Oct

Additional reading: