"Probabilistic Models of the Brain: Perception and Neural Function" ed. by Rajesh P.N. Rao, Bruno A. Olshausen, Michael S. Lewicki
Neural Information Processing Series
BB / MIT Press | 2002 | ISBN: 0585437122 9780585437125 | 335 pages | PDF | 3 MB
The book presents top-down computational models as well as bottom-up neurally motivated models of brain function. The topics covered include Bayesian and information-theoretic models of perception, probabilistic theories of neural coding and spike timing, computational models of lateral and cortico-cortical feedback connections, and the development of receptive field properties from natural signals.