Computational Models of Brain and Behavior

Released on by Ahmed A. Moustafa
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  • Computational Models of Brain and Behavior Book Detail

  • Author : Ahmed A. Moustafa
  • Release Date : 2017-09-11
  • Publisher : John Wiley & Sons
  • Genre : Psychology
  • Pages : 588
  • ISBN 13 : 1119159075
  • File Size : 58,58 MB
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Computational Models of Brain and Behavior by Ahmed A. Moustafa PDF Summary

Book Description: 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). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer’s disease, Parkinson’s disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. Covers computational approximations to intellectual disability in down syndrome Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease Examines neural circuit models of serotonergic system (from microcircuits to cognition) Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students—as well as researchers involved in computational neuroscience modeling research.

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Computational Models of Brain and Behavior

Computational Models of Brain and Behavior

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A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspect

Computational Models of Brain and Behavior

Computational Models of Brain and Behavior

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A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspect

Computational Models of Brain and Behavior

Computational Models of Brain and Behavior

File Size : 65,65 MB
Total View : 802 Views
DOWNLOAD

A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspect