Modeling Neural Circuits Made Simple with Python-Mathematics and Science-買書書 BuyBookBook
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Modeling Neural Circuits Made Simple with Python-Mathematics and Science-買書書 BuyBookBook

Modeling Neural Circuits Made Simple with Python

Robert Rosenbaum (Author) ... more
Computational Neuroscience Series (Series) ... more
Edition: US - Paperback / softback
Price:
HK$360.00 HK$450.00
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Re-stocking soon
Product Info
English
168 pages • 17.78 x 25.4 x 1.04 cm
Approx. weight: 0.36 kg
Publication date: 19 Mar,2024
Barcode/ ISBN: 9780262548083 • The MIT Press
More books in English for Age -
Mathematics and Science

Description

By: Robert Rosenbaum   | Series: Computational Neuroscience Series 
An accessible undergraduate textbook in computational neuroscience that provides an introduction to the mathematical and computational modeling of neurons and networks of neurons.

Understanding the brain is a major frontier of modern science. Given the complexity of neural circuits, advancing that understanding requires mathematical and computational approaches. This accessible undergraduate textbook in computational neuroscience provides an introduction to the mathematical and computational modeling of neurons and networks of neurons. Starting with the biophysics of single neurons, Robert Rosenbaum incrementally builds to explanations of neural coding, learning, and the relationship between biological and artificial neural networks. Examples with real neural data demonstrate how computational models can be used to understand phenomena observed in neural recordings. Based on years of classroom experience, the material has been carefully streamlined to provide all the content needed to build a foundation for modeling neural circuits in a one-semester course.

  • Proven in the classroom
  • Example-rich, student-friendly approach
  • Includes Python code and a mathematical appendix reviewing the requisite background in calculus, linear algebra, and probability
  • Ideal for engineering, science, and mathematics majors and for self-study

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