Book Name: From Neuron to Cognition via Computational Neuroscience
Author: Michael A. Arbib, James J. Bonaiuto
Publisher: The MIT Press
ISBN-10: 978-0262034968,9780262034968
Year: 2016
Pages: 808
Language: English
File size: 98 MB
File format: PDF,EPUB
Download From Neuron to Cognition via Computational Neuroscience Pdf Book Description:
A comprehensive, integrated, and accessible textbook presenting core neuroscientific subjects from a computational standpoint, tracing a route from circuits and cells to conduct and cognition.This textbook presents a vast selection of topics in neuroscience in a computational standpoint. It offers a detailed, integrated introduction to core subjects, using computational tools to follow a course from circuits and neurons to both conduct and cognition. In addition, the figures show how computational neuroscience techniques for simulating the causal connections inherent neural networks complements empirical research into advancing the understanding of mind and behavior.The chapters by leaders in the area, and closely incorporated from the editors cover these topics as activity and engine controller; neuroplasticity, neuromodulation, and reinforcement learning; eyesight; and speech the center of individual cognition.The book may be used for advanced undergraduate or graduate degree classes. It presents all of essential background in neuroscience beyond fundamental truth about neurons and synapses and overall thoughts about the construction and function of your mind. Pupils should be knowledgeable about differential equations and probability theory, and also be in a position to pick up the fundamentals of programming in MATLAB as well as Python. Download the publication under.