An Introduction to Modeling Neuronal Dynamics Book [PDF] Download

Download the fantastic book titled An Introduction to Modeling Neuronal Dynamics written by Christoph Börgers, 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 "An Introduction to Modeling Neuronal Dynamics", which was released on 17 April 2017. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Mathematics genre.

Summary of An Introduction to Modeling Neuronal Dynamics by Christoph Börgers PDF

This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate students of mathematics, the natural sciences, engineering, or computer science. An undergraduate introduction to differential equations is more than enough mathematical background. Only a slim, high school-level background in physics is assumed, and none in biology. Topics include models of individual nerve cells and their dynamics, models of networks of neurons coupled by synapses and gap junctions, origins and functions of population rhythms in neuronal networks, and models of synaptic plasticity. An extensive online collection of Matlab programs generating the figures accompanies the book.


Detail About An Introduction to Modeling Neuronal Dynamics PDF

  • Author : Christoph Börgers
  • Publisher : Springer
  • Genre : Mathematics
  • Total Pages : 457 pages
  • ISBN : 3319511718
  • PDF File Size : 29,6 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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An Introduction to Modeling Neuronal Dynamics

An Introduction to Modeling Neuronal Dynamics
  • Publisher : Springer
  • File Size : 37,7 Mb
  • Release Date : 17 April 2017
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This book is intended as a text for a one-semester course on Mathematical and Computational Neuroscience for upper-level undergraduate and beginning graduate students of mathematics, the natural sciences, engineering, or

Neuronal Dynamics

Neuronal Dynamics
  • Publisher : Cambridge University Press
  • File Size : 31,5 Mb
  • Release Date : 24 July 2014
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This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.

Dynamical Systems in Neuroscience

Dynamical Systems in Neuroscience
  • Publisher : MIT Press
  • File Size : 42,5 Mb
  • Release Date : 22 January 2010
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Explains the relationship of electrophysiology, nonlinear dynamics, and the computational properties of neurons, with each concept presented in terms of both neuroscience and mathematics and illustrated using geometrical intuition. In

Brain Dynamics

Brain Dynamics
  • Publisher : Springer Science & Business Media
  • File Size : 38,9 Mb
  • Release Date : 22 December 2007
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This is an excellent introduction for graduate students and nonspecialists to the field of mathematical and computational neurosciences. The book approaches the subject via pulsed-coupled neural networks, which have at

Spiking Neuron Models

Spiking Neuron Models
  • Publisher : Cambridge University Press
  • File Size : 48,9 Mb
  • Release Date : 15 August 2002
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This is an introduction to spiking neurons for advanced undergraduate or graduate students. It can be used with courses in computational neuroscience, theoretical biology, neural modeling, biophysics, or neural networks.

Introduction to Neural Dynamics and Signal Transmission Delay

Introduction to Neural Dynamics and Signal Transmission Delay
  • Publisher : Walter de Gruyter
  • File Size : 38,8 Mb
  • Release Date : 20 July 2011
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In the design of a neural network, either for biological modeling, cognitive simulation, numerical computation or engineering applications, it is important to investigate the network's computational performance which is usually

An Introductory Course in Computational Neuroscience

An Introductory Course in Computational Neuroscience
  • Publisher : MIT Press
  • File Size : 33,5 Mb
  • Release Date : 02 October 2018
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A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior. This introductory text teaches students to

Methods in Neuronal Modeling

Methods in Neuronal Modeling
  • Publisher : MIT Press
  • File Size : 22,6 Mb
  • Release Date : 30 May 1998
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Kinetic Models of Synaptic Transmission / Alain Destexhe, Zachary F. Mainen, Terrence J. Sejnowski / - Cable Theory for Dendritic Neurons / Wilfrid Rall, Hagai Agmon-Snir / - Compartmental Models of Complex Neurons / Idan