Idioma:

Stochastic methods in neuroscience

Carlo Laing; Gabriel J Lord

Localização: IFSC - Inst. Física de São Carlos (611.0188 L187s )(Acessar)

Título:
Stochastic methods in neuroscience
Autor: Carlo Laing; Gabriel J Lord
Assuntos: Computational neuroscience; NEUROCIÊNCIAS; Stochastic processes; Neurosciences -- Mathematics; Neural Networks (Computer); Neurophysiology; Models, Statistical; Stochastic Processes; Stochastischer Prozess; Neurowissenschaften
Notas: Includes bibliographical references and index
Descrição: A brief introduction to some simple stochastic processes / Markov chain models of ion channels and calcium release sites / Stochastic dynamic bifurcat ions and excitability / Neural coherence and stochastic resonance / Noisy oscillators / The role of variability in populations of spiking neurons / Population density methods in large-scale neural network modelling / A population density model of the driven LGN/PGN / Synaptic 'noise' : Experiments, computational consequences and methods to an alyse experimental data / Statistical models of spike trains / Stochastic simulation of neurons, axons, and action potentials / Numerical simulations of SDEs and SPDEs from neural systems using SDELab /
Editor: Oxford New York Oxford University Press
Data de criação/publicação: 2010
Formato: xxiii, 370 p., [4] p. of plates ill. 24 cm..
Idioma: Inglês

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