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Download the fantastic book titled Biophysics of Computation written by Christof Koch, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Biophysics of Computation", which was released on 28 October 2004. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Medical genre.

Summary of Biophysics of Computation by Christof Koch PDF

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 experimental and theoretical findings from cellular biophysics to explain the repertoire of computational functions available to single neurons. The author shows how individual nerve cells can multiply, integrate, or delay synaptic inputs and how information can be encoded in the voltage across the membrane, in the intracellular calcium concentration, or in the timing of individual spikes.Key topics covered include the linear cable equation; cable theory as applied to passive dendritic trees and dendritic spines; chemical and electrical synapses and how to treat them from a computational point of view; nonlinear interactions of synaptic input in passive and active dendritic trees; the Hodgkin-Huxley model of action potential generation and propagation; phase space analysis; linking stochastic ionic channels to membrane-dependent currents; calcium and potassium currents and their role in information processing; the role of diffusion, buffering and binding of calcium, and other messenger systems in information processing and storage; short- and long-term models of synaptic plasticity; simplified models of single cells; stochastic aspects of neuronal firing; the nature of the neuronal code; and unconventional models of sub-cellular computation.Biophysics of Computation: Information Processing in Single Neurons serves as an ideal text for advanced undergraduate and graduate courses in cellular biophysics, computational neuroscience, and neural networks, and will appeal to students and professionals in neuroscience, electrical and computer engineering, and physics.


Detail About Biophysics of Computation PDF

  • Author : Christof Koch
  • Publisher : Oxford University Press
  • Genre : Medical
  • Total Pages : 587 pages
  • ISBN : 0195181999
  • PDF File Size : 36,7 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Biophysics of Computation

Biophysics of Computation
  • Publisher : Oxford University Press
  • File Size : 27,8 Mb
  • Release Date : 28 October 2004
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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.

Computational Biochemistry and Biophysics

Computational Biochemistry and Biophysics
  • Publisher : CRC Press
  • File Size : 32,9 Mb
  • Release Date : 09 February 2001
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Covering theoretical methods and computational techniques in biomolecular research, this book focuses on approaches for the treatment of macromolecules, including proteins, nucleic acids, and bilayer membranes. It uses concepts in

Biological Computation

Biological Computation
  • Publisher : CRC Press
  • File Size : 41,5 Mb
  • Release Date : 25 May 2011
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The area of biologically inspired computing, or biological computation, involves the development of new, biologically based techniques for solving difficult computational problems. A unified overview of computer science ideas inspired

Single Neuron Computation

Single Neuron Computation
  • Publisher : Academic Press
  • File Size : 43,6 Mb
  • Release Date : 19 May 2014
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This book contains twenty-two original contributions that provide a comprehensive overview of computational approaches to understanding a single neuron structure. The focus on cellular-level processes is twofold. From a computational

Computational Neuroscience

Computational Neuroscience
  • Publisher : Springer Science & Business Media
  • File Size : 39,9 Mb
  • Release Date : 23 May 2013
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Computational Neuroscience - A First Course provides an essential introduction to computational neuroscience and equips readers with a fundamental understanding of modeling the nervous system at the membrane, cellular, and

The Feeling of Life Itself

The Feeling of Life Itself
  • Publisher : MIT Press
  • File Size : 34,5 Mb
  • Release Date : 24 September 2019
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A thought-provoking argument that consciousness—more widespread than previously assumed—is the feeling of being alive, not a type of computation or a clever hack In The Feeling of Life

Computational Neuroscience

Computational Neuroscience
  • Publisher : MIT Press
  • File Size : 50,9 Mb
  • Release Date : 26 August 1993
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The thirty original contributions in this book provide a working definition of"computational neuroscience" as the area in which problems lie simultaneously within computerscience and neuroscience. They review this emerging

Computation in Neurons and Neural Systems

Computation in Neurons and Neural Systems
  • Publisher : Springer Science & Business Media
  • File Size : 32,8 Mb
  • Release Date : 06 December 2012
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Computation in Neurons and Neural Systems contains the collected papers of the 1993 Conference on Computation and Neural Systems which was held between July 31--August 7, in Washington, DC. These papers represent

From Neuron to Cognition via Computational Neuroscience

From Neuron to Cognition via Computational Neuroscience
  • Publisher : MIT Press
  • File Size : 24,8 Mb
  • Release Date : 04 November 2016
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A comprehensive, integrated, and accessible textbook presenting core neuroscientific topics from a computational perspective, tracing a path from cells and circuits to behavior and cognition. This textbook presents a wide

Retinal Computation

Retinal Computation
  • Publisher : Academic Press
  • File Size : 37,8 Mb
  • Release Date : 07 August 2021
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Retinal Computation summarizes current progress in defining the computations performed by the retina, also including the synaptic and circuit mechanisms by which they are implemented. Each chapter focuses on a