»
MATLAB for Neuroscientists
 
 

MATLAB for Neuroscientists, 2nd Edition

An Introduction to Scientific Computing in MATLAB

 
MATLAB for Neuroscientists, 2nd Edition,Pascal Wallisch,Michael Lusignan,Marc Benayoun,Tanya Baker,Adam Dickey,Nicholas Hatsopoulos,ISBN9780123838360
 
 
 

  &      &      &      &      &      

Academic Press

9780123838360

9780123838377

576

235 X 191

Print Book

Hardcover

In Stock

Estimated Delivery Time
USD 89.95

eBook
eBook Overview

DRM Free included formats: EPub, Mobi, PDF

VST format:

This product is currently not available.
 
 

Pascal Wallisch

Affiliations and Expertise

New York University, NY, USA

Michael Lusignan

Affiliations and Expertise

The University of Chicago, IL, USA

Marc Benayoun

Affiliations and Expertise

The University of Chicago, IL, USA

Tanya Baker

Affiliations and Expertise

The Salk Institute for Biological Studies, La Jolla, CA, USA

Adam Dickey

Affiliations and Expertise

The University of Chicago, IL, USA

Nicholas Hatsopoulos

Affiliations and Expertise

The University of Chicago, IL, USA

MATLAB for Neuroscientists, 2nd Edition

Preface

Part I: Fundamentals
Introduction
Tutorial

Part II: Data Collection with Matlab
Visual Search and Pop Out
Attention
Psychophysics
Signal Detection Theory

Part III: Data Analysis with Matlab
Frequency Analysis Part I
Frequency Analysis Part II: Non-stationary Signals and Spectrograms
Wavelets
Convolution
Introduction to Phase Plane Analysis
Exploring the Fitzhugh-Nagumo Model
Neural Data Analysis: Encoding
Principal Components Analysis
Information Theory
Neural Decoding: Discrete variables
Neural Decoding: Continuous variables
Functional Magnetic Imaging

Part IV: Data Modeling with Matlab
Voltage-Gated Ion Channels
Models of a Single Neuron
Models of the Retina
Simplified Models of Spiking Neurons
Fitzhugh-Nagumo Model: Traveling Waves
Decision Theory
Markov Model
Modeling Spike Trains as a Poisson Process
Synaptic Transmission
Neural Networks: Unsupervised learning
Neural Network: Supervised Learning

Appendices
Appendix 1: Thinking in Matlab
Appendix 2: Linear Algebra Review
 
 
Discount on all Earth,Environment and Energy Titles | Use Promo Code EARTH
Shop with Confidence

Free Shipping around the world
▪ Broad range of products
▪ 30 days return policy
FAQ