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| Series Foreword | ||
| Preface | ||
| Contributors | ||
| I | Introduction to Neural Networks | 1 |
| 1 | An Introduction to Neural Network Modeling: Merits, Limitations, and Controversies | 3 |
| 2 | Functional Cognitive Networks in Primates | 33 |
| 3 | Attention and Neural Networks | 61 |
| 4 | A Neural Network Model of Memory, Amnesia, and Cortico-Hippocampal Interactions | 77 |
| II | Behavioral States | 121 |
| 5 | A Computational Model of Alcohol Dependence: Simulation of Genetic Differences in Alcohol Preference and of Therapeutic Strategies | 123 |
| 6 | A Computational Perspective on Learned Helplessness and Depression | 141 |
| 7 | Waking and Sleeping States | 165 |
| III | Neuropsychological Tests and Clinical Syndromes | 189 |
| 8 | Stroop Task, Language, and Neuromodulation: Models of Cognitive Deficits in Schizophrenia | 191 |
| 9 | Neural Network Modeling of Executive Functioning with the Tower of Hanoi Test in Frontal Lobe-Lesioned Patients | 209 |
| 10 | Neuronal Network Models of Acalculia and Prefrontal Deficits | 233 |
| 11 | Neurophychological Assessment of Attention and Its Disorders: Computational Models for Neglect, Extinction, and Sustained Attention | 257 |
| 12 | The Neural Basis of Lexical Retrieval | 271 |
| IV | Applications in Dementia | 297 |
| 13 | A Model of Human Memory Based on the Cellular Physiology of the Hippocampal Formation | 299 |
| 14 | Neural Network Modeling of Basal Ganglia Function in Parkinson's Disease and Related Disorders | 331 |
| 15 | Neural Network Modeling of Wisconsin Card Sorting and Verbal Fluency Tests: Applications with Frontal Lobe-Damaged and Alzheimer's Disease Patients | 357 |
| 16 | Semantic Network Abnormalities in Patients with Alzheimer's Disease | 381 |
| 17 | Parallel Distributed Processing Models in Alzheimer's Disease | 395 |
| Index | 417 |
| Price | Condition | Delivery | Seller | Action |
| $99.99 | Digital |
| WonderClub |
Larry Hart
reviewed Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience on March 25, 2009
Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience
This book grew out of a set of course notes for a neural networks module given as part of a Masters degree in "Intelligent Systems". The people on this course came from a wide variety of intellectual backgrounds (from philosophy, through psychology to computer science and engineering) and the author knew that he could not count on their being able to come to grips with the largely technical and mathematical approach which is often used (and in some ways easier to do). As a result he was forced to look carefully at the basic conceptual principles at work in the subject and try to recast these using ordinary language, drawing on the use of physical metaphors or analogies, and pictorial or graphical representations. I was pleasantly surprised to find that, as a result of this process, my own understanding was considerably deepened; I had now to unravel, as it were, condensed formal descriptions and say exactly how these were related to the "physical" world of artificial neurons, signals, computational processes, etc. However, the author was acutely aware that, while a litany of equations does not constitute a full description of fundamental principles, without some mathematics, a purely descriptive account runs the risk of dealing only with approximations and cannot be sharpened up to give any formulaic prescriptions. Therefore, the book introduced what author believed was just sufficient mathematics to bring the basic ideas into sharp focus.
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Add Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience, Over the past few years, computer modeling has become more prevalent in the clinical sciences as an alternative to traditional symbol-processing models. This book provides an introduction to the neural network modeling of complex cognitive and neuropsycho, Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience to the inventory that you are selling on WonderClubX
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Add Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience, Over the past few years, computer modeling has become more prevalent in the clinical sciences as an alternative to traditional symbol-processing models. This book provides an introduction to the neural network modeling of complex cognitive and neuropsycho, Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience to your collection on WonderClub |