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I of the Vortex: From Neurons to Self
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Rodolfo R Llinas
In "I of the Vortex", Rodolfo Llinas, a founding father of modern brain science, presents an original view of the evolution and nature of mind. According to Llinas, the "mindness state" evolved to allow predictive interactions between mobile creatures and their environment. He illustrates the early evolution of mind through a primitive animal ...
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Neural Path Therapy: How to Change Your Brain's Response to Anger, Fear, Pain, and Desire
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Matthew McKay, PH.D., David Harp
When we set out to describe the problems this book can help fix-the stressful and anxiety-provoking conditions of everyday living-we quite simply ran out of space. It's no secret that life is tough, and that each passing year isn't making it any easier. Whether you're more stressed by politics, the environment, your relationships, major life ...
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Biophysics of Computation: Information Processing in Single Neurons
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Christof Koch
Neural network research often builds on the fiction that neurons are simple linear threshold units, completely neglecting the highly dynamic and complex nature of synapses, dendrites, and voltage-dependent ionic currents. "Biophysics of Computation: Information Processing in Single Neurons" challenges this notion, using richly detailed ...
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Gateway to Memory: An Introduction to Neural Network Modeling of the Hippocampus and Learning
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Mark A Gluck, Catherine E Myers
This book is for students and researchers who have a specific interest in learning and memory and want to understand how computational models can be integrated into experimental research on the hippocampus and learning. It emphasizes the function of brain structures as they give rise to behaviour, rather than the molecular or neuronal details. It ...
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Fundamentals of Neural Network Modeling: Neuropsychology and Cognitive Neuroscience
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Randolph W. Parks, Ph.D., PsyD. (Editor), Debra L Long (Editor), Daniel S Levine (Editor)
This text provides an introduction to the neural network modelling of complex cognitive and neuropsychological processes. It is intended to make the neural network approach accessible to practicing neuropsychologists, psychologists, neurologists, and psychiatry. It should also be a useful resource for computer scientists, mathematicians, and ...
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The Mindful Brain: Cortical Organization and the Group-Selective Theory of Higher Brain Function
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Gerald M Edelman
A proposal by two eminent biological scientists for a mechanism whereby mind becomes manifest from the operations of brain tissue.
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Enchanted Looms: Conscious Networks in Brains and Computers
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Rodney M J Cotterill
The title of this book was inspired by a passage in Charles Sherrington's Man on his Nature. When that famous physiologist died in 1952, the prospects for a scientific explanation of consciousness seemed remote. Enchanted Looms shows how the situation has changed dramatically, and provides what is probably the most wide-ranging account of the ...
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The Brain-Shaped Mind: What the Brain Can Tell Us about the Mind
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Naomi Goldblum, Shifra Glick (Illustrator)
Will brain scientists ever be able to read our minds? Why are some things harder to remember than others? Based on recent brain research and neural network modelling, The Brain-Shaped Mind addresses these, and other, questions, and provides a clear account of how the structure of the brain influences the workings of the mind. Neuroscientists are ...
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Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain
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Randall C O'Reilly, Yuko Munakata, James L McClelland (Foreword by)
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 ...
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Diversity in the Neuronal Machine: Order and Variability in Interneuronal Microcircuits
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Ivan Soltesz
This book is a colorful journey into the fascinatingly diverse world of interneurons, an important class of highly heterogeneous cells found in all cortical neuronal networks. Interneurons are known to play key roles in many brain functions, from sensory processing to neuronal oscillations linked to learning and memory. The central aim of the ...
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Neuronal Networks of the Hippocampus
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Traub, Miles 1951-
The questions of how a large population of neurons in the brain functions, how synchronized firing of neurons is achieved, and what factors regulate how many and which neurons fire under different conditions form the central theme of this book. Using a combined experimental-theoretical approach unique in neuroscience, the authors present important ...
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Computer Simulation in Brain Science
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Rodney M J Cotterill (Editor)
There has been an enormous increase in research activity aimed at elucidating the basis for cortical activity in the brain. Among modern techniques used in this area of scientific endeavour, few have proved as popular as computer simulation. Model neural networks are the subject of intense study, and some remarkable properties have already come to ...
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The Mind Within the Net: Models of Learning, Thinking, and Acting
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Manfred Spitzer
How does the brain work? How do billions of neurons bring about ideas, sensations, emotions, and actions? Why do children learn faster than elderly people? What can go wrong in perception, thinking, learning and acting? Scientists use computer models to help us to understand the most private and human experiences. In this work, Manfred Spitzer ...
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Modeling Neural Development
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Arjen Van Ooyen (Editor)
This collection studies neural development using computational and mathematical modeling.
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Animal Learning and Cognition: A Neural Network Approach
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Nestor A Schmajuk, Jeffrey Gray (Editor), Michael Gelder (Editor)
In this advanced text, the author, starting with the simple assumption that psychological associations are represented by the strength of synaptic connections, details several mechanistic descriptions of complex cognitive behaviors. Part I presents neural network theories of classical conditioning; Part II describes neural networks of operant ...
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Circuits of the Mind
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Leslie G Valiant
In this groundbreaking work, computer scientist Leslie G. Valiant details a promising new computational approach to studying the intricate workings of the human brain. Focusing on the brain's enigmatic ability to access quickly a massive store of accumulated information during reasoning processes, the author asks how such feats are possible given ...
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Neural network PC tools a practical guide
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Eberhart, Dobbins
This book is written for engineers and computer scientists interested in solving practical problems with neural network tools. The first book ever to cover neural network tools at the PC level, it provides background information on available network architectures, offers schemes for deciding if a particular problem is appropriate for neural ...
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Companion Volume to Dr.Jay a Goldstein Betrayal by the Brain
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by
Katie Courmel, Robert Lecour
Dr. Jay A. Goldstein's Betrayal by the Brain can be a daunting treatise to the layperson as well as a challenge for the physician who is not versed in neurology, psychiatry, immunology, and endocrinology. Here, in A Companion Volume to Dr. Jay A. Goldstein's Betrayal by the Brain: A Guide for Patients and Their Physicians, Author Katie Courmel, a ...
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Introduction to the Theory of Neural Computation
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John A Hertz, Richard G Palmer, Anders Krogh
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Memory in the cerebral cortex an empirical approach to neural networks in the human and nonhuman primate
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by
Fuster
Neural memory remains largely a mystery despite all the attention it has received. Prompted by this observation, Joaquin M. Fuster presents the insights of more than three decades of empirical research on the neural processes by which memory is formed, stored and retrieved. This text focuses on the neocortex, where individual memory is deposited ...
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An Introduction to Neural Networks
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James A Anderson
Based on notes that have been class-tested for more than a decade, this text is aimed at cognitive science and neuroscience students who need to understand brain function in terms of computational modelling and at engineers who want to go beyond formal algorithms to applications and computing strategies. It offers an approach networks from a broad ...
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Handbook of Brain Theory and Neural Networks
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by
Michael A Arbib
This text charts the progress made in recent years in many specific areas related to the following two questions: how does the brain work?; and how can we build intelligent machines? The handbook covers the entire range of topics involved in brain theory and neural networks, from detailed models of single neurons, analyses of different biological ...
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Intro.Neural& Cognitive Model.2nd C
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by
Daniel S Levine
This text provides an introduction to neural and cognitive modelling. Issues addressed in the text include associative learning and synaptic plasticity, lateral inhibition, short-term memory, conditioning, attention and reinforcement, and technical advances.
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Modelling Brain Function: The World of Attractor Neural Networks
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by
Daniel J Amit
One of the most exciting and potentially rewarding areas of scientific research is the study of the principles and mechanisms underlying brain function. It is also of great promise to future generations of computers. A growing group of researchers, adapting knowledge and techniques from a wide range of scientific disciplines, have made substantial ...
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Betrayal by the Brain: The Neurologic Basis of Chronic Fatigue Syndrome, Fibromyalgia Syndrome, and Related Neural Network
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by
Jay A Goldstein, MD
In his trademark, revolutionary style, Dr. Goldstein uses his model of neural dysregulation to incorporate basic neuroscience research into pathophysiology and treatment. Betrayal by the Brain presents a comprehensive thesis that clearly defines the biological basis for many of the varied symptoms experienced by chronic fatigue syndrome patients. ...
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