文档介绍：50446Haykin 9/18/06 6:24 AM Page 1
Haykin, Príncipe, Sejnowski, and McWhirter, editors New Directions in Statistical Signal Processing
COMPUTER PUTATIONAL NEUROSCIENCE/STATISTICS New Directions in
Statistical Signal Processing
Simon Haykin is University Professor and Director of the OF RELATED INTEREST New Directions in
Adaptive Systems Laboratory at McMaster University. FROM SYSTEMS TO BRAINS
José C. Príncipe is Distinguished Professor of Electrical Probabilistic Models of the Brain
and Biomedical Engineering at the University of Florida, PERCEPTION AND NEURAL FUNCTION Statistical Signal Processing edited by Simon Haykin, José C. Príncipe,
Gainesville, where he is BellSouth Professor and Founder
edited by Rajesh P. N. Rao, Bruno A. Olshausen, and Michael S. Lewicki Terrence J. Sejnowski, and John McWhirter
and Director of putational NeuroEngineering FROM SYSTEMS TO BRAINS
Laboratory. Terrence J. Sejnowski is Francis Crick The topics covered include Bayesian and information-theoretic models of percep-
Professor, Director of putational Neurobiology tion, probabilistic theories of neural coding and spike timing, computational mod-
Laboratory, and a Howard Hughes Medical Institute
Investigator at the Salk Institute for Biological Studies els of lateral and cortico-cortical feedback connections, and the development of
and Professor of Biology at the University of California, receptive field properties from natural signals. edited by Simon Haykin, José C. Príncipe,
San Diego. John McWhirter is Senior Fellow at iQ
Ltd., Malvern, Associate Professor at the Cardiff School Theoretical Neuroscience Terrence J. Sejnowski, and John McWhirter
of Engineering, and Honorary Visiting Professor PUTATIONAL AND MATHEMATICAL MODELING OF NEURAL SYSTEMS
Queen’s University, Belfast. Peter Dayan and L. F. Abbott
Theoretical neuroscience provides a quantitative basis for describing what nervous
systems do, determining how they function, and uncoverin