VS212B: Difference between revisions

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*** [http://redwood.berkeley.edu/VS212B/ruderman-color.pdf Ruderman et al paper] on principal components of color in natural images
*** [http://redwood.berkeley.edu/VS212B/ruderman-color.pdf Ruderman et al paper] on principal components of color in natural images
*** [http://redwood.berkeley.edu/VS212B/olshausen-field96.pdf Olshausen & Field paper] on sparse coding of natural images
*** [http://redwood.berkeley.edu/VS212B/olshausen-field96.pdf Olshausen & Field paper] on sparse coding of natural images
** Demos:
*** [http://www.johnsadowski.com/big_spanish_castle.php Spanish castle color after-effect]


* [http://redwood.berkeley.edu/VS212B/lab2/lab2.html Lab 2] - natural image statistics and efficient coding
* [http://redwood.berkeley.edu/VS212B/lab2/lab2.html Lab 2] - natural image statistics and efficient coding

Revision as of 15:41, 20 November 2012

Reading and other resources

  • Rodieck, "First steps in seeing"
  • Wandell, "Foundations of Vision"
  • WEBVISION (online resource)
  • Books on reserve in Optometry library:
    • Leo Chalupa and John Werner (2004) The Visual Neurosciences (two volumes)
    • Manfred Fahle and Mark Greenlee (2003) The Neuropsychology of Vision
    • Manfred Fahle and Tomaso Poggio (2002) Perceptual Learning
    • Michael Gazzaniga (2009, 4th edition) The Cognitive Neurosciences
    • Eric Kandel, James Schwartz, and Tom Jessell (2000, 4th edition) Principles of Neural Science
    • Jeremy Wolfe, et al. (2009, 2nd edition) Sensation and Perception

Syllabus

Week 1 (Olshausen)

  • Nov. 7 - Phototransduction; photoreceptor renewal; dynamic range
    • Lecture slides
    • Reading:
      • Rodieck: Chapter 8, plus "Interlude on plotting light intensity" (pp. 151-154)

Week 2 (Olshausen)

Week 3 (Olshausen)

  • Lab 2 - natural image statistics and efficient coding

Week 4 (Silver)

  • Nov. 26 (4 - 6:30PM) - Extrastriate cortex / Visual attention
  • Nov. 28 (4 - 6:30PM) - Visual attention / Experimental methods in visual neuroscience

Week 5 (Silver)

  • Dec. 3 (4 - 6:30PM) - Experimental methods in visual neuroscience / Visual cortical development and plasticity