MATLAB for neuroscientists : an introduction to scientific computing in MATLAB /
MATLAB for neuroscientists : an introduction to scientific computing in MATLAB /
Pascal Wallisch ... [et al.].
- xiv, 384 páginas, [8] páginas de láminas : ilustraciones (algunas a color) ; 25 cm.
Incluye bibliografía (p. 371-377).
Part I: Fundamentals -- Introduction -- MATLAB 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: Fourier decomposition -- 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 -- Appendix A: Thinking in MATLAB -- Appendix B: Linear Algebra Review -- Appendix C: Master equation list.
0123745519 9780123745514
0 2880601
MATLAB.
Neurociencias.--Procesamiento electrónico de datos.
612.80285 / M433 2009
Incluye bibliografía (p. 371-377).
Part I: Fundamentals -- Introduction -- MATLAB 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: Fourier decomposition -- 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 -- Appendix A: Thinking in MATLAB -- Appendix B: Linear Algebra Review -- Appendix C: Master equation list.
0123745519 9780123745514
0 2880601
MATLAB.
Neurociencias.--Procesamiento electrónico de datos.
612.80285 / M433 2009