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Computational Neuroscience
A Comprehensive Approach
Jianfeng Feng, Louis J. Gross, Suzanne Lenhart, Philip K. Maini, Alison M. Etheridge, Eberhard O. Voit, Hershel Safer, Jianfeng Feng, Jianfeng Feng
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- 656 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Computational Neuroscience
A Comprehensive Approach
Jianfeng Feng, Louis J. Gross, Suzanne Lenhart, Philip K. Maini, Alison M. Etheridge, Eberhard O. Voit, Hershel Safer, Jianfeng Feng, Jianfeng Feng
Book details
Table of contents
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About This Book
How does the brain work? After a century of research, we still lack a coherent view of how neurons process signals and control our activities. But as the field of computational neuroscience continues to evolve, we find that it provides a theoretical foundation and a set of technological approaches that can significantly enhance our understanding.
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Table of contents
- Book Cover
- Half-Title
- Series
- Title
- Copyright
- Contents
- Preface
- Contributors
- 1 A Theoretical Overview
- 2 Atomistic Simulations of Ion Channels
- 3 Modelling Neuronal Calcium Dynamics
- 4 Structure-Based Models of NO Diffusion in the Nervous System
- 5 Stochastic Modelling of Single Ion Channels
- 6 The Biophysical Basis of Firing Variability in Cortical Neurons
- 7 Generating Quantitatively Accurate, but Computationally Concise, Models of Single Neurons
- 8 Bursting Activity in Weakly Electric Fish
- 9 Likelihood Methods for Neural Spike Train Data Analysis
- 10 Biologically-Detailed Network Modelling
- 11 Hebbian Learning and Spike-Timing-Dependent Plasticity
- 12 Correlated Neuronal Activity: High- and Low-Level Views
- 13 A Case Study of Population Coding: Stimulus Localisation in the Barrel Cortex
- 14 Modelling Fly Motion Vision
- 15 Mean-Field Theory of Irregularly Spiking Neuronal Populations and Working Memory in Recurrent Cortical Networks
- 16 The Operation of Memory Systems in the Brain
- 17 Modelling Motor Control Paradigms
- 18 Computational Models for Generic Cortical Microcircuits
- 19 Modelling Primate Visual Attention
- Index