Neural data science : a primer with MATLAB and Python

著者

• Nylen, Erik Lee
• Wallisch, Pascal

書誌事項

Neural data science : a primer with MATLAB and Python

Erik Lee Nylen, Pascal Wallisch

Academic Press, c2017

注記

Bibliography: p. 339-344

Includes index

内容説明・目次

内容説明

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.

目次

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

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BB25695490
• ISBN:
  • 9780128040430
• LCCN: 2016960800
• 出版国コード: uk
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: London
• ページ数/冊数: xviii, 350 p.
• 大きさ: 19 x 24 cm
• 分類:
  • LCC : QP357.5
• 件名:
  • LCSH : Neurosciences -- Data processing
  • LCSH : MATLAB
  • LCSH : Python (Computer program language)