CSE 528 Lectures and Handouts

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Lectures will comprise of slides plus white-board based discussions. The schedule of lecture topics and weekly reading assignments can be found here. Lecture Slides: 04/02/2013   Introduction and Basic Neurobiology 04/04/2013   Neural Encoding Models (Part I) 04/09/2013   Neural Encoding Models (Part II) 04/11/2013   Guest Lecture: Noisy Integration and Signal Detection in Neurons (Fred Rieke)                      Related Paper 04/16/2013   Neural Decoding and Signal Detection Theory 04/18/2013   Population Decoding and Bayesian Estimation 04/23/2013   Information Theory and Neural Coding 04/25/2013   Biophysical Models of Neurons 04/30/2013   Modeling Synapses and Networks of Neurons 05/02/2013   Guest Lecture: Modeling Visual Cortical Neurons (Wyeth Bair) 05/07/2013   Guest Lecture: Brain-Computer Interfaces (Jeremiah Wander) 05/09/2013   Recurrent Networks 05/14/2013   Plasticity and Learning 05/21/2013   Unsupervised Learning 05/23/2013   From Unsupervised to Reinforcement Learning 05/30/2013   Course Summary

	Department of Computer Science & Engineering University of Washington Box 352350 Seattle, WA  98195-2350 (206) 543-1695 voice, (206) 543-2969 FAX [comments to rao@cs.washington.edu]