Modeling Neural Circuits Made Simple with Python is popular PDF and ePub book, written by Robert Rosenbaum in 2024-03-19, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Modeling Neural Circuits Made Simple with Python can be Read Online from any device for your convenience.
Modeling Neural Circuits Made Simple with Python Book PDF Summary
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
Detail Book of Modeling Neural Circuits Made Simple with Python PDF
- Author : Robert Rosenbaum
- Release : 19 March 2024
- Publisher : MIT Press
- ISBN : 9780262548083
- Genre : Science
- Total Page : 169 pages
- Language : English
- PDF File Size : 16,9 Mb
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