MATLAB for neuroscientists : an introduction to scientific computing in MATLAB /: an introduction to scientific computing in MATLAB. (2010)

• Record Type: Book
• Further Information: Note: Pascal Wallisch [and five others].
• Other Names: Wallisch, Pascal, 1978-
• Contents: 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
• Publisher Details: Place of publication not identified : Academic Press
• Publication Date: 2010
• Extent: 1 online resource (400 pages)
• Subjects: 612.80285; Neurosciences -- Data processing; Computing Methodologies; Neurosciences
• Languages: English
• ISBNs: 9780080923284; 0080923283
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.