MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01959cam a22002657i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
138400 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
ISI Library, Kolkata |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20190423124737.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
161125t20172017enka b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780128040430 |
| Qualifying information |
pbk. |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
ISI Library |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
612.82330285 |
| Edition number |
23 |
| Item number |
N995 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nylen, Erik Lee, |
| Relator term |
author |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Neural data science : |
| Remainder of title |
a primer with MATLAB and Python / |
| Statement of responsibility, etc |
Erik Lee Nylen and Pascal Wallisch. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
London : |
| Name of publisher, distributor, etc |
Academic Press, |
| Date of publication, distribution, etc |
©2017. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 350 pages : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
24 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Part I: Foundations <br/>1. Philosophy --<br/>2. From 0 to 0.01 --<br/>Part II: Neural Data Analysis <br/>3. Wrangling Spike Trains --<br/>4. Correlating Spike Trains --<br/>5. Analog Signals --<br/>6. Biophysical Modeling --<br/>Part III: Going Beyond the Data <br/>7. Regression --<br/>8. Dimensionality Reduction --<br/>9. Classification and Clustering --<br/>10. Web Scraping. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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. Includes discussions of both MATLAB and Python in parallelIntroduces the canonical data analysis cascade, standardizing the data analysis flow. Presents tactics that strategically, tactically, and algorithmically help improve the organization of code. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computational neuroscience. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Neural networks (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
MATLAB. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wallisch, Pascal, |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |
