Olfaction: A Model System for Computational Neuroscience

Paperback | July 1, 2008

EditorJoel L. Davis, Howard Eichenbaum

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Computational neuroscientists have recently turned to modeling olfactory structures because these are likely to have the same functional properties as currently popular network designs for perception and memory. This book provides a useful survey of current work on olfactory system circuitry, including connections of this system to brain structures involved in cognition and memory, and describes the computational models of olfactory processing that have been developed to date.Contributions cover empirical investigations of the neurobiology of the olfactory systems (anatomy, physiology, synaptic plasticity, behavioral physiology) as well as the application of computer models to understanding these systems. Fundamental issues in olfactory processing by the nervous systems such as experimental strategies in the study of olfaction, stages of odor processing, and critical questions in sensory coding are considered across empirical/applied boundaries and throughout the contributions.Joel L. Davis is Program Manager of the Biological Intelligence Section at the Office of Naval Research. Howard Eichenbaum is Professor of Biological Sciences at Wellesley College.Contributors: 1. Fundamental Anatomy, Physiology, and Plasticity of the Olfactory System. Gordon M. Shepherd. John S. Kauer, S. R. Neff, Kathryn A. Hamilton, and Angel R. Cinelli. Kevin L. Ketchum, Lewis B. Haberly. Joseph L. Price, S. Thomas Carmichael, Ken M. Carnes, MarieChristine Clugnet, Masaru Kuroda, and James P. Ray. Michael Leon, Donald A. Wilson, and Kathleen M. Guthrie. Gary Lynch and Richard Granger. Howard Eichenbaum, Tim Otto, Cynthia Wible, and jean Piper. II. Developments in Computational Models of the Olfactory System. DeLiang Wang, Joachim Buhmann, and Christoph von der Marlsburg. Walter Freeman. Richard Granger, Ursula Staubi, José Ambrose-Ingersoll, and Gary Lynch. James M. Bower. Dan Hammerstrom and Eric Means.

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Computational neuroscientists have recently turned to modeling olfactory structures because these are likely to have the same functional properties as currently popular network designs for perception and memory. This book provides a useful survey of current work on olfactory system circuitry, including connections of this system to bra...

Howard Eichenbaum is Professor of Biological Sciences at Wellesley College.

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Format:PaperbackDimensions:331 pages, 10 × 7 × 0.9 inPublished:July 1, 2008Publisher:The MIT PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0262512122

ISBN - 13:9780262512121

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Olfaction is our least understood sense and might seem an unlikely candidate for computational modeling. This book makes a convincing case that our sense of smell is ripe for modeling at the cellular and network levels and may be a better system for studying learning than our sense of vision.