MATLAB tutorial online version. Methods in Computational Neuroscience Obidos, 2004 Thanks to Oren Shriki, Oren Farber and Barak Blumenfeld. Capabilities. Numerical calculations. Matrix manipulations. MATLAB = MATrix LABoratory Data Analysis Data Visualisation Simulations
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MATLAB tutorialonline version
Methods in Computational Neuroscience
Thanks to Oren Shriki, Oren Farber
and Barak Blumenfeld
First steps. Learning by doing
Poisson spike train generator
Spike times: ti
Interspike interval distribution: P[τ ≤ ti+1 - ti < τ +Δt] = rΔt exp(rτ).
Formula for generation: ti+1 = ti - ln(xrand)/r.
Relative refractory period:
Ring neural network model
Preferred orientation φ
2-D network of visual cortex
(courtesy of Barak Blumenfeld)