Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience / Edition 1

Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience / Edition 1

by Randolph Parks
     
 

Provides an introduction to the neural network modeling of complex cognitive and neuropsychological processes.See more details below

Overview

Provides an introduction to the neural network modeling of complex cognitive and neuropsychological processes.

Product Details

ISBN-13:
9780262161756
Publisher:
MIT Press
Publication date:
12/11/1998
Series:
Computational Neuroscience
Edition description:
First Edition
Pages:
442
Product dimensions:
7.10(w) x 10.00(h) x 1.20(d)
Age Range:
18 Years

Table of Contents

Series Foreword
Preface
Contributors
IIntroduction to Neural Networks1
1An Introduction to Neural Network Modeling: Merits, Limitations, and Controversies3
2Functional Cognitive Networks in Primates33
3Attention and Neural Networks61
4A Neural Network Model of Memory, Amnesia, and Cortico-Hippocampal Interactions77
IIBehavioral States121
5A Computational Model of Alcohol Dependence: Simulation of Genetic Differences in Alcohol Preference and of Therapeutic Strategies123
6A Computational Perspective on Learned Helplessness and Depression141
7Waking and Sleeping States165
IIINeuropsychological Tests and Clinical Syndromes189
8Stroop Task, Language, and Neuromodulation: Models of Cognitive Deficits in Schizophrenia191
9Neural Network Modeling of Executive Functioning with the Tower of Hanoi Test in Frontal Lobe-Lesioned Patients209
10Neuronal Network Models of Acalculia and Prefrontal Deficits233
11Neurophychological Assessment of Attention and Its Disorders: Computational Models for Neglect, Extinction, and Sustained Attention257
12The Neural Basis of Lexical Retrieval271
IVApplications in Dementia297
13A Model of Human Memory Based on the Cellular Physiology of the Hippocampal Formation299
14Neural Network Modeling of Basal Ganglia Function in Parkinson's Disease and Related Disorders331
15Neural Network Modeling of Wisconsin Card Sorting and Verbal Fluency Tests: Applications with Frontal Lobe-Damaged and Alzheimer's Disease Patients357
16Semantic Network Abnormalities in Patients with Alzheimer's Disease381
17Parallel Distributed Processing Models in Alzheimer's Disease395
Index417

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