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The Dynamic Neuron

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ISBN : 0262264676
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File Size : 37. 7 MB
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The Handbook Of Brain Theory And Neural Networks

Author : Michael A. Arbib
ISBN : 9780262011976
Genre : Computers
File Size : 28. 70 MB
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A new, dramatically updated edition of the classic resource on the constantly evolving fields of brain theory and neural networks.

The Dynamic Neuron

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ISBN : 0262264676
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File Size : 49. 69 MB
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Neuronal Dynamics

Author : Wulfram Gerstner
ISBN : 9781107060838
Genre : Computers
File Size : 57. 70 MB
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This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.

Neural Organization

Author : Michael A. Arbib
ISBN : 026201159X
Genre : Medical
File Size : 27. 37 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.

Methods In Neuronal Modeling

Author : Christof Koch
ISBN : 0262112310
Genre : Medical
File Size : 65. 77 MB
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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.

I Of The Vortex

Author : Rodolfo R. Llin's
ISBN : 0262621630
Genre : Medical
File Size : 28. 58 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.

The Neurobiology Of Neural Networks

Author : Daniel Gardner
ISBN : 0262071509
Genre : Medical
File Size : 87. 10 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.

Neurons Networks And Motor Behavior

Author : Paul S. G. Stein
ISBN : 0262692279
Genre : Medical
File Size : 84. 85 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.

The Neural Simulation Language

Author : Alfredo Weitzenfeld
ISBN : 0262731495
Genre : Computers
File Size : 67. 38 MB
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The Neural Simulation Language (NSL), developed by Alfredo Weitzenfeld, MichaelArbib, and Amanda Alexander, provides a simulation environment for modular brain modeling. NSL is anobject-oriented language offering object-oriented protocols applicable to all levels of neuralsimulation. One of NSL's main strengths is that it allows for realistic modeling of the anatomy ofmacroscopic brain structures.The book is divided into two parts. The first part presents an overviewof neural network and schema modeling, a brief history of NSL, and a detailed discussion of the newversion, NSL 3.0. It includes tutorials on several basic schema and neural network models. Thesecond part presents models built in NSL by researchers from around the world, including those forconditional learning, face recognition, associative search networks, and visuomotor coordination.Each chapter provides an explanation of a model, an overview of the NSL 3.0 code, and arepresentative set of simulation results.

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