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Neural Organization

Author: Michael A. Arbib
Publisher: MIT Press
ISBN: 9780262011594
Size: 62.89 MB
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In "Neural Organization," Arbib, É rdi, and Szentá gothai integrate structural, functional, and dynamical approaches to the interaction of brain models and neurobiologcal experiments. Both structure-based "bottom-up" and function- based "top-down" models offer coherent concepts by which to evaluate the experimental data. The goal of this book is to point out the advantages of a multidisciplinary, multistrategied approach to the brain. Part I of "Neural Organization" provides a detailed introduction to each of the three areas of structure, function, and dynamics. "Structure" refers to the anatomical aspects of the brain and the relations between different brain regions. "Function" refers to skills and behaviors, which are explained by means of functional schemas and biologically based neural networks. "Dynamics" refers to the use of a mathematical framework to analyze the temporal change of neural activities and synaptic connectivities that underlie brain development and plasticity--in terms of both detailed single-cell models and large-scale network models. In part II, the authors show how their systematic approach can be used to analyze specific parts of the nervous system--the olfactory system, hippocampus, thalamus, cerebral cortex, cerebellum, and basal ganglia--as well as to integrate data from the study of brain regions, functional models, and the dynamics of neural networks. In conclusion, they offer a plan for the use of their methods in the development of cognitive neuroscience.

The Handbook Of Brain Theory And Neural Networks

Author: Michael A. Arbib
Publisher: MIT Press
ISBN: 0262011972
Size: 46.79 MB
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This second edition presents the enormous progress made in recent years in the many subfields related to the two great questions: how does the brain work? and, How can we build intelligent machines? This second edition greatly increases the coverage of models of fundamental neurobiology, cognitive neuroscience, and neural network approaches to language. (Midwest).

The Neurobiology Of Neural Networks

Author: Daniel Gardner
Publisher: MIT Press
ISBN: 9780262071505
Size: 22.62 MB
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This timely overview and synthesis of recent work in both artificial neural networks and neurobiology seeks to examine neurobiological data from a network perspective and to encourage neuroscientists to participate in constructing the next generation of neural networks. Individual chapters were commissioned from selected authors to bridge the gap between present neural network models and the needs of neurophysiologists who are trying to use these models as part of their research on how the brain works.Daniel Gardner is Professor of Physiology and Biophysics at Cornell University Medical College.Contents: Introduction: Toward Neural Neural Networks, Daniel Gardner. Two Principles of Brain Organization: A Challenge for Artificial Neural Networks, Charles F. Stevens. Static Determinants of Synaptic Strength, Daniel Gardner. Learning Rules From Neurobiology, Douglas A. Baxter and John H. Byrne. Realistic Network Models of Distributed Processing in the Leech, Shawn R. Lockery and Terrence J. Sejnowski. Neural and Peripheral Dynamics as Determinants of Patterned Motor Behavior, Hillel J. Chiel and Randall D. Beer. Dynamic Neural Network Models of Sensorimotor Behavior, Eberhard E. Fetz.

I Of The Vortex

Author: Rodolfo R. Llin's
Publisher: MIT Press
ISBN: 9780262621632
Size: 54.22 MB
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A highly original theory of how the mind-brain works, based on the author's study of single neuronal cells. Color Figures from the book are now available online—click the title for more information.

Methods In Neuronal Modeling

Author: Christof Koch
Publisher: MIT Press
ISBN: 9780262112314
Size: 27.40 MB
Format: PDF
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This book serves as a handbook of computational methods and techniques for modeling the functional properties of single and groups of nerve cells.

Rhythms Of The Brain

Author: Gyorgy Buzsaki
Publisher: Oxford University Press
ISBN: 019804125X
Size: 15.19 MB
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This book provides eloquent support for the idea that spontaneous neuron activity, far from being mere noise, is actually the source of our cognitive abilities. In a sequence of "cycles," György Buzsáki guides the reader from the physics of oscillations through neuronal assembly organization to complex cognitive processing and memory storage. His clear, fluid writing-accessible to any reader with some scientific knowledge-is supplemented by extensive footnotes and references that make it just as gratifying and instructive a read for the specialist. The coherent view of a single author who has been at the forefront of research in this exciting field, this volume is essential reading for anyone interested in our rapidly evolving understanding of the brain.

Neurons Networks And Motor Behavior

Author: Paul S. G. Stein
Publisher: MIT Press
ISBN: 9780262692274
Size: 61.71 MB
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Recent advances in motor behavior research rely on detailed knowledge of the characteristics of the neurons and networks that generate motor behavior. At the cellular level, Neurons, Networks, and Motor Behavior describes the computational characteristics of individual neurons and how these characteristics are modified by neuromodulators. At the network and behavioral levels, the volume discusses how network structure is dynamically modulated to produce adaptive behavior. Comparisons of model systems throughout the animal kingdom provide insights into general principles of motor control. Contributors describe how networks generate such motor behaviors as walking, swimming, flying, scratching, reaching, breathing, feeding, and chewing. An emerging principle of organization is that nervous systems are remarkably efficient in constructing neural networks that control multiple tasks and dynamically adapt to change.The volume contains six sections: selection and initiation of motor patterns; generation and formation of motor patterns: cellular and systems properties; generation and formation of motor patterns: computational approaches; modulation and reconfiguration; short-term modulation of pattern generating circuits; and sensory modification of motor output to control whole body orientation.

Neuronal Dynamics

Author: Wulfram Gerstner
Publisher: Cambridge University Press
ISBN: 1107060834
Size: 53.89 MB
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This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.

Modeling Neural Development

Author: Arjen Van Ooyen
Publisher: MIT Press
ISBN: 0262220660
Size: 46.27 MB
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An important collection showing how computational and mathematical modeling can beused to study the complexities of neural development.