Neural Data Science

A Primer with MATLAB® and Python™

Autor: Pascal Wallisch, Erik Nylen

Jazyk:

Vazba: Brožovaná

Vydavatel: Elsevier Science Publishing Co Inc

Dostupnost: Skladem u dodavatele v malém množství

Odesíláme za 13-18 dnů

1 537 Kč

While MATLAB remains a dominant computer language for scientific computing and analysis in neuroscie...

Informace o knize

Autor

Pascal Wallisch, Erik Nylen

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2017

Stránek

368

EAN

9780128040430

ISBN

0128040432

Enbook ID

14422961

Vydavatel

Elsevier Science Publishing Co Inc

Hmotnost

760

Rozměry

235 x 193 x 23

Kompletní popis

While MATLAB remains a dominant computer language for scientific computing and analysis in neuroscience, it has become prohibitively expensive. This has created an opportunity for uptake of an alternative yet similar programming language - Python. This volume provides a beginner’s introduction to the principles of neuroscience data analysis and computational neuroscience using Python, a high-level, open-source programming language. The approach is to introduce concepts by explaining them in the context of methods for data analysis, computing, and plotting, and concepts and tools are examined from two perspectives: neuroscience ideas with Pythonic language, and Python tools with neuroscience concepts. Further, layman’s explanations of the code are provided at each step to ensure a thorough introduction to each component of the book. Chapters introduce neuroscience problems and principles in the language of Python, Python concepts and tools in the context of neuroscience, and provide a simple summary of how those concepts and tools work togetherDiscusses how the Python implementation compares to MATLAB and English explanationsCovers Python function libraries relevant to the neuroscience community, primarily NumPy, SciPy, Matplotlib, and QtPyPoints to relevant additional Python libraries and appropriate further readings

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Neural Data Science

A Primer with MATLAB® and Python™

Informace o knize

Kompletní popis

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