VS265: Slides Fall2012: Difference between revisions

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==== 27 Aug ====
==== 27 Aug ====
* Dreyfus, H.L. and Dreyfus, S.E. [http://redwood.berkeley.edu/vs265/DreyfusDreyfus.pdf ''Making a Mind vs. Modeling the Brain: Artificial Intelligence Back at a Branchpoint'']. Daedalus, Winter 1988.
* [http://redwood.berkeley.edu/vs265/intro-lecture.pdf Introduction]
* Bell, A.J. ''Levels and loops: the future of artificial intelligence and neuroscience''. Phil Trans: Bio Sci. '''354''':2013--2020 (1999) [http://dx.doi.org/10.1098/rstb.1999.0540 here] or [http://www.cnl.salk.edu/~tony/ptrsl.pdf here]


Optional:
==== 29 Aug ====
* Land, MF and Fernald, RD. [http://redwood.berkeley.edu/vs265/landfernald92.pdf The Evolution of Eyes], Ann Revs Neuro, 1992.
* [http://redwood.berkeley.edu/vs265/intro-lecture2.pdf Introduction continued]
 
==== 5 Sept ====
* [http://redwood.berkeley.edu/vs265/synapses.pdf Synapses, brains and machines]
 
==== 17/19 Sept ====
* [http://redwood.berkeley.edu/vs265/superlearn.pdf Supervised learning]
 
==== 24 Sept - 1 Oct ====
* [http://redwood.berkeley.edu/vs265/hebb-PCA-lecture.pdf Unsupervised learning]
 
==== 8 Oct - 15 Oct ====
* [http://redwood.berkeley.edu/vs265/sparse-coding-slides.pdf Sparse distributed representation]
 
==== 17 Oct - 22 Oct ====
* [http://redwood.berkeley.edu/vs265/som-lecture.pdf Self-organizing maps]
* [http://redwood.berkeley.edu/vs265/manifold-models-lecture.pdf Manifold models]
* [http://redwood.berkeley.edu/vs265/adaptation-lecture.pdf (an aside on adaptation)]
 
==== 24 Oct ====
* [http://redwood.berkeley.edu/vs265/attractor-lecture.pdf Attractor neural networks]
 
==== 29 Oct ====
* [http://redwood.berkeley.edu/vs265/hillar-hopfieldmpf.pdf Little-Hopfield Memory Storage with Minimum Probability Flow] (Chris Hillar guest lecture)
 
==== 5 Nov ====
* [http://redwood.berkeley.edu/vs265/prob-models-lecture.pdf Probabilistic/generative models]
 
==== 19 Nov ====
* [http://redwood.berkeley.edu/vs265/boltzmann-machine.pdf Boltzmann machine]
 
==== 21 Nov ====
* [http://redwood.berkeley.edu/vs265/sparse-coding2-slides.pdf Sparse Coding and 'ICA']

Latest revision as of 18:48, 28 August 2014

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