VS265: Reading Fall2012: Difference between revisions

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* [http://redwood.berkeley.edu/vs265/webster-face-adaptation.pdf Adaptation to natural facial categories], Michael A. Webster, Daniel Kaping, Yoko Mizokami & Paul Duhamel, Nature, 2004.
* [http://redwood.berkeley.edu/vs265/webster-face-adaptation.pdf Adaptation to natural facial categories], Michael A. Webster, Daniel Kaping, Yoko Mizokami & Paul Duhamel, Nature, 2004.
* [http://redwood.berkeley.edu/vs265/leopold.pdf Prototype-referenced shape encoding revealed by high-level aftereffects], David A. Leopold, Alice J. O’Toole, Thomas Vetter and Volker Blanz, Nature, 2001.
* [http://redwood.berkeley.edu/vs265/leopold.pdf Prototype-referenced shape encoding revealed by high-level aftereffects], David A. Leopold, Alice J. O’Toole, Thomas Vetter and Volker Blanz, Nature, 2001.
==== 24 Oct ====
* [http://redwood.berkeley.edu/vs265/attractor-networks.pdf Handout] on attractor neural networks
* [http://redwood.berkeley.edu/vs265/hopfield82.pdf original Hopfield (1982) paper]
* [http://redwood.berkeley.edu/vs265/hopfield84.pdf Hopfield (1984) paper]
* [http://redwood.berkeley.edu/vs265/marr-poggio-science76.pdf Marr-Poggio stereo algorithm paper]
* [http://redwood.berkeley.edu/vs265/zhang96.pdf Kechen Zhang paper on bump circuits]
* [http://redwood.berkeley.edu/vs265/olshausen-etal93.pdf Olshausen, Anderson & Van Essen, dynamic routing circuit model]
* HKP Chapters 2 and 3
==== 29 Oct Chris Hillar guest lecture ====

Revision as of 05:17, 24 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].

22 Oct

Additional reading:

24 Oct

29 Oct Chris Hillar guest lecture