Computational Models of Brain and Behavior

Ahmed Abdelhaim Moustafa

Computational Models of Brain and Behavior

Research output: Book/Report › Scholarly edition › Research › peer-review

Abstract

A comprehensive introduction to the world of brain and behavior computational models. This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others).

Original language	English
Publisher	Wiley-Blackwell
ISBN (Electronic)	978-1-119-15918-6
ISBN (Print)	978-1-119-15906-3, 978-1-119-15919-3
Publication status	Published - 2018
Externally published	Yes

4 Chapter

Cerebellum and its Disorders: A Review of Perspectives from Computational Neuroscience
Diwakar, S. & Moustafa, A. A., 2018, Computational Models of Brain and Behavior. Moustafa, A. (ed.). Wiley-Blackwell, p. 303-331
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
Computational Approximations to Intellectual Disability in Down Syndrome
Tovar, A. E., Moustafa, A. A. & Arias-Trejo, N., 2018, Computational Models of Brain and Behavior. Moustafa, A. A. (ed.). Wiley-Blackwell, p. 15-27
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review
Computational Models of Post-traumatic Stress Disorder (PTSD)
Radell, M. L., Myers, C. E., Sheynin, J. & Moustafa, A. A., 2018, Computational Models of Brain and Behavior. Moustafa, A. A. (ed.). Wiley-Blackwell, p. 43-55
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review

Cite this

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title = "Computational Models of Brain and Behavior",

abstract = "A comprehensive introduction to the world of brain and behavior computational models. This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others).",

editor = "Moustafa, {Ahmed Abdelhaim}",

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AB - A comprehensive introduction to the world of brain and behavior computational models. This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others).

M3 - Scholarly edition

SN - 978-1-119-15906-3

SN - 978-1-119-15919-3

BT - Computational Models of Brain and Behavior

PB - Wiley-Blackwell

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Computational Models of Brain and Behavior

Abstract

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Related Research Outputs

Cerebellum and its Disorders: A Review of Perspectives from Computational Neuroscience

Computational Approximations to Intellectual Disability in Down Syndrome

Computational Models of Post-traumatic Stress Disorder (PTSD)

Cite this