Autor: Pascal Wallisch
ISBN-13: 9780123838360
Veröffentl: 13.12.2013
Einband: Buch
Seiten: 550
Gewicht: 1274 g
Format: 238x191x32 mm
Sprache: Englisch

MATLAB for Neuroscientists

Academic Press
An Introduction to Scientific Computing in MATLAB

Sie erhalten für diesen Artikel

Bücher Thöne Punkte: 148

 Buch
Sofort lieferbar | * inkl. MwSt ggf. zzgl. Versandkosten
116,95 € 74,49 € *
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 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
MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that a wide variety of computational problems can be addressed in a single programming environment.

This updated edition features additional material on the creation of visual stimuli, advanced psychophysics, analysis of LFP data, choice probabilities, synchrony, and advanced spectral analysis. Users at a variety of levels-advanced undergraduates, beginning graduate students, and researchers looking to modernize their skills-will learn to design and implement their own analytical tools, and gain the fluency required to meet the computational needs of neuroscience practitioners.

The first complete volume on MATLAB focusing on neuroscience and psychology applications
Problem-based approach with many examples from neuroscience and cognitive psychology using real data
Illustrated in full color throughout
Careful tutorial approach, by authors who are award-winning educators with strong teaching experience MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that a wide variety of computational problems can be addressed in a single programming environment.

This updated edition features additional material on the creation of visual stimuli, advanced psychophysics, analysis of LFP data, choice probabilities, synchrony, and advanced spectral analysis. Users at a variety of levels-advanced undergraduates, beginning graduate students, and researchers looking to modernize their skills-will learn to design and implement their own analytical tools, and gain the fluency required to meet the computational needs of neuroscience practitioners.

The first complete volume on MATLAB focusing on neuroscience and psychology applications
Problem-based approach with many examples from neuroscience and cognitive psychology using real data
Illustrated in full color throughout
Careful tutorial approach, by authors who are award-winning educators with strong teaching experience
Autor: Pascal Wallisch
Wallisch, PascalPascal Wallisch received his PhD from the University of Chicago, did postdoctoral work at the Center for Neural Science at New York University, and currently serves as a clinical assistant professor of Psychology at New York University. His research interests are at the intersection of Psychology and Neuroscience, specifically Cognitive and Computational Neuroscience. His current work focuses on motion perception, autism and the appraisal of film.

Zu diesem Artikel ist noch keine Rezension vorhanden.
Helfen sie anderen Besuchern und verfassen Sie selbst eine Rezension.

Schreiben Sie Ihre Meinung
und verdienen Sie sich 10 Bonuspunkte

> neue Rezension schreiben
 

Rezensionen

Autor: Pascal Wallisch
ISBN-13:: 9780123838360
ISBN: 0123838363
Erscheinungsjahr: 13.12.2013
Verlag: Elsevier LTD, Oxford
Gewicht: 1274g
Seiten: 550
Sprache: Englisch
Auflage 14002, 2. Auflage
Sonstiges: Buch, 238x191x32 mm, Illustrations (black and white, and colour)