Erik Lee Nylen,
Pascal Wallisch
Elsevier Science
e druk, 2017
9780128040430
Neural Data Science
A Primer with MATLAB® and Python™
Specificaties
Paperback, blz.
|
Engels
Elsevier Science |
e druk, 2017
ISBN13: 9780128040430
Rubricering
Levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
Inhoudsopgave
<p>Part I: Foundations<br>1. Philosophy<br>2. From 0 to 0.01</p> <p>Part II: Neural Data Analysis<br>3. Wrangling Spike Trains<br>4. Correlating Spike Trains<br>5. Analog Signals<br>6. Biophysical Modeling</p> <p>Part III: Going Beyond the Data<br>7. Regression<br>8. Dimensionality Reduction<br>9. Classification and Clustering<br>10. Web Scraping</p>