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1st Edition - February 24, 2017
Authors: Erik Lee Nylen, Pascal Wallisch
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… Read more
Immediately download your ebook while waiting for your print delivery. No promo code is needed.
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.
Students, researchers and instructors in Systems, Cognitive and Behavioral Neuroscience, and Cognitive Psychology
Part I: Foundations
Chapter 1. Philosophy
Chapter 2. From 0 to 0.01
Part II: Neural Data Analysis
Chapter 3. Wrangling Spike Trains
Chapter 4. Correlating Spike Trains
Chapter 5. Analog Signals
Chapter 6. Biophysical Modeling
Part III: Going Beyond the Data
Chapter 7. Regression
Chapter 8. Dimensionality Reduction
Chapter 9. Classification and Clustering
Chapter 10. Web Scraping
Appendix A. MATLAB to Python (Table of Equivalences)
Appendix B. Frequently Made Mistakes
Appendix C. Practical Considerations, Technical Issues, Tips and Tricks
Glossary (Including Additional Python and MATLAB Packages and Examples)
EN
PW