Full Description
A Primer with MATLAB® and Python™ present important information on the emergence of the use of Python, a more general purpose option to MATLAB, the preferred computation language for scientific computing and analysis in neuroscience.
This book addresses the snake in the room by providing a beginner's introduction to the principles of computation and data analysis in neuroscience, using both Python and MATLAB, giving readers the ability to transcend platform tribalism and enable coding versatility.
Contents
Part I: Foundations
1. Philosophy
2. From 0 to 0.01
Part II: Neural Data Analysis
3. Wrangling Spike Trains
4. Correlating Spike Trains
5. Analog Signals
6. Biophysical Modeling
Part III: Going Beyond the Data
7. Regression
8. Dimensionality Reduction
9. Classification and Clustering
10. Web Scraping
