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Read book description Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain
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Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain
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Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain


Authors: Randall C. O'Reilly, Yuko Munakata
Manufacturer: The MIT Press
Keywords: Nursing
ISBN: 0262650541

Book description
The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in the simulations use equations based directly on the ion channels that govern the behavior of real neurons, and the neural networks incorporate anatomical and physiological properties of the neocortex. Thus the text provides the student with knowledge of the basic biology of the brain as well as the computational skills…

Book review: Best introduction to neural network models of cognitive processes
"Computational Explorations in Cognitive Neuroscience" provides a very readable overview of state-of-the-art neural network models for human cognition with an emphasis on both biological plausibility… In this book, research themes, which include perception, memory, language as well as high-level cognition, are explained in terms of computation. Their theory is based on brain science, computer…


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