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" Mathematics for neuroscientists / "
Fabrizio Gabbiani, Steven J. Cox
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BL
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| Record Number
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183287
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| Doc. No
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b92291
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| Main Entry
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Gabbiani, Fabrizio
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| Title & Author
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Mathematics for neuroscientists /\ Fabrizio Gabbiani, Steven J. Cox
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| Edition Statement
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1st ed
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| Publication Statement
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London, UK :: Elsevier/Academic Press,, 2010
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| Page. NO
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xi, 486 p. :: ill. (some col.) ;; 28 cm
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| ISBN
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9780123748829
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: 0123748828
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| Bibliographies/Indexes
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Includes bibliographical references (p. 473-482) and index
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| Contents
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Passive isopotential cell -- Differential equations -- Active isopotential cell -- Quasi-active isopotential cell -- Passive cable -- Fourier series and transforms -- Passive dendritic tree -- Active dendritic tree -- Reduced single neuron models -- Probability and random variables -- Synaptic transmission and quantal release -- Neuronal calcium signaling -- Singular value decomposition and applications -- Quantification of spike train variability -- Stochastic processes -- Membrane noise -- Power and cross spectra -- Natural light signals and phototransduction -- Firing rate codes and early vision -- Models of simple and complex cells -- Stochastic estimation theory -- Reverse-correlation and spike train decoding -- Signal detection theory -- Relating neuronal responses and psychophysics -- Population codes -- Neuronal networks -- Solutions to selected exercises
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Computational Biology-- methods
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Mathematical Concepts
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Models, Neurological
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Nerve Net
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Neurons-- physiology
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Neurosciences-- methods
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Synaptic Transmission
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Computational neuroscience
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Computational biology
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Neurosciences
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| Added Entry
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Cox, Steven J., (Steven James),1960-
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