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Neural Data Science
A Primer with MATLAB (R) and Python (TM)
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MORE ABOUT THIS BOOK

Main description:

A Primer with MATLAB (R) and Python (TM) 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


PRODUCT DETAILS

ISBN-13: 9780128040430
Publisher: Elsevier (Academic Press Inc)
Publication date: May, 2017
Pages: 250
Weight: 730g
Availability: Available
Subcategories: Neurology, Neuroscience

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