Mathematics for neuroscientists / Fabrizio Gabbiani, Steven J. Cox.

Author/creator Gabbiani, Fabrizio
Other author Cox, Steven J. (Steven James), 1960-
Format Electronic
Edition1st ed.
Publication InfoAmsterdam : Elsevier/Academic Press,
Descriptionxi, 486 p. : ill. (some col.) ; 28 cm.
Supplemental ContentFull text available from Ebook Central - Academic Complete
Supplemental ContentFull text available from eBook - Neuroscience 2010 [EBCN10]
Subjects

Contents 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.
Bibliography noteIncludes bibliographical references (p. 473-482) and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
ISBN9780123748829
ISBN0123748828

Availability

Library Location Call Number Status Item Actions
Electronic Resources ✔ Available