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Neural Data Science: A Primer with MATLAB® and Python™


Neural Data Science: A Primer with MATLAB® and Python™

Paperback by Nylen, Erik Lee (New York University, New York, NY, USA); Wallisch, Pascal (New York University, New York, NY, USA)

Neural Data Science: A Primer with MATLAB® and Python™

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£39.94

ISBN:
9780128040430
Publication Date:
10 May 2017
Language:
English
Publisher:
Elsevier Science Publishing Co Inc
Imprint:
Academic Press Inc
Pages:
368 pages
Format:
Paperback
For delivery:
Estimated despatch 16 - 17 May 2024
Neural Data Science: A Primer with MATLAB® and Python™

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

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