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You searched IISERK - Title: First edition
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Call Number
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599/.0188
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Author
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Tuckwell, Henry C. (Henry Clavering), 1943-
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Title
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Stochastic processes in the neurosciences [electronic resource] / Henry C. Tuckwell.
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Publication
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Philadelphia, Pa. : Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104), 1989.
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Material Info.
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1 electronic text (v, 129 p.) : ill., digital file.
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Series
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CBMS-NSF regional conference series in applied mathematics ; 56
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Series
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CBMS-NSF regional conference series in applied mathematics ; 56.
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Summary Note
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This monograph is centered on quantitative analysis of nerve-cell behavior. The work is foundational, with many higher order problems still remaining, especially in connection with neural networks. Thoroughly addressed topics include stochastic problems in neurobiology, and the treatment of the theory of related Markov processes.
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Notes
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Based on lectures given by the author at the CBMS-NSF regional conference in June 1986 at North Carolina State University.
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Notes
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Includes bibliographical references (p. 117-126).
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Notes
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Deterministic theories and stochastic phenomena in neurobiology -- Synaptic transmission -- Early stochastic models for neuronal activity including Poisson processes and random walks -- Discontinuous Markov processes with exponential decay -- One-dimensional diffusion processes -- Stochastic PDEs -- Statistical analysis of stochastic neural activity -- Channel noise -- Wiener kernel expansions -- Stochastic activity of neuronal populations.
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ISBN
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9781611970159 (electronic bk.)
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Subject
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Stochastic processes Congresses.
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Subject
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Neurology Mathematical models Congresses.
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Subject
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Neurology Statistical analysis Congresses.
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Subject
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Neural transmission Mathematical models Congresses.
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Subject
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Stochastic processes
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Subject
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Neuroscience
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Subject
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Synapses
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Subject
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Discontinuous Markov processes
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Subject
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Exponential decay
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Subject
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Diffusion processes
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Subject
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Partial differential equations
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Subject
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Channel noise
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Subject
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Wiener kernel expansions
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Added Entry
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Society for Industrial and Applied Mathematics.
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Date
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Year, Month, Day:01405141
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Link
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SIAM
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