Mathematics for Neuroscientists

Written By Fabrizio Gabbiani
Mathematics for Neuroscientists
  • Publsiher : Academic Press
  • Release : 21 March 2017
  • ISBN : 0128019069
  • Pages : 628 pages
  • Rating : /5 from reviews
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Download or read book entitled Mathematics for Neuroscientists by author: Fabrizio Gabbiani which was release on 21 March 2017 and published by Academic Press with total page 628 pages . This book available in PDF, EPUB and Kindle Format. Mathematics for Neuroscientists, Second Edition, presents a comprehensive introduction to mathematical and computational methods used in neuroscience to describe and model neural components of the brain from ion channels to single neurons, neural networks and their relation to behavior. The book contains more than 200 figures generated using Matlab code available to the student and scholar. Mathematical concepts are introduced hand in hand with neuroscience, emphasizing the connection between experimental results and theory. Fully revised material and corrected text Additional chapters on extracellular potentials, motion detection and neurovascular coupling Revised selection of exercises with solutions More than 200 Matlab scripts reproducing the figures as well as a selection of equivalent Python scripts

Mathematics for Neuroscientists

Mathematics for Neuroscientists
  • Author : Fabrizio Gabbiani,Steven James Cox
  • Publisher : Academic Press
  • Release Date : 2017-03-21
  • Total pages : 628
  • ISBN : 0128019069
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Summary : Mathematics for Neuroscientists, Second Edition, presents a comprehensive introduction to mathematical and computational methods used in neuroscience to describe and model neural components of the brain from ion channels to single neurons, neural networks and their relation to behavior. The book contains more than 200 figures generated using Matlab code available ...

Mathematical Neuroscience

Mathematical Neuroscience
  • Author : Stanislaw Brzychczy,Roman R. Poznanski
  • Publisher : Academic Press
  • Release Date : 2013-08-16
  • Total pages : 208
  • ISBN : 0128019069
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Summary : Mathematical Neuroscience is a book for mathematical biologists seeking to discover the complexities of brain dynamics in an integrative way. It is the first research monograph devoted exclusively to the theory and methods of nonlinear analysis of infinite systems based on functional analysis techniques arising in modern mathematics. Neural models ...

Mathematical Foundations of Neuroscience

Mathematical Foundations of Neuroscience
  • Author : G. Bard Ermentrout,David H. Terman
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-07-01
  • Total pages : 422
  • ISBN : 0128019069
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Summary : This book applies methods from nonlinear dynamics to problems in neuroscience. It uses modern mathematical approaches to understand patterns of neuronal activity seen in experiments and models of neuronal behavior. The intended audience is researchers interested in applying mathematics to important problems in neuroscience, and neuroscientists who would like to ...

Neuroscience

Neuroscience
  • Author : Alwyn Scott
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-12-14
  • Total pages : 352
  • ISBN : 0128019069
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Summary : This book will be of interest to anyone who wishes to know what role mathematics can play in attempting to comprehend the dynamics of the human brain. It also aims to serve as a general introduction to neuromathematics. The book gives the reader a qualitative understanding and working knowledge of ...

From Computer to Brain

From Computer to Brain
  • Author : William W. Lytton
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-05-08
  • Total pages : 364
  • ISBN : 0128019069
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Summary : Biology undergraduates, medical students and life-science graduate students often have limited mathematical skills. Similarly, physics, math and engineering students have little patience for the detailed facts that make up much of biological knowledge. Teaching computational neuroscience as an integrated discipline requires that both groups be brought forward onto common ground. ...

Mathematical and Theoretical Neuroscience

Mathematical and Theoretical Neuroscience
  • Author : Giovanni Naldi,Thierry Nieus
  • Publisher : Springer
  • Release Date : 2018-03-21
  • Total pages : 253
  • ISBN : 0128019069
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Summary : This volume gathers contributions from theoretical, experimental and computational researchers who are working on various topics in theoretical/computational/mathematical neuroscience. The focus is on mathematical modeling, analytical and numerical topics, and statistical analysis in neuroscience with applications. The following subjects are considered: mathematical modelling in Neuroscience, analytical and numerical ...

Music Math and Mind

Music  Math  and Mind
  • Author : David Sulzer
  • Publisher : Columbia University Press
  • Release Date : 2021-04-27
  • Total pages : 212
  • ISBN : 0128019069
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Summary : Why does a clarinet play at lower pitches than a flute? What does it mean for sounds to be in or out of tune? How are emotions carried by music? Do other animals perceive sound like we do? How might a musician use math to come up with new ideas? ...

Coherent Behavior in Neuronal Networks

Coherent Behavior in Neuronal Networks
  • Author : Krešimir Josic,Jonathan Rubin,Manuel Matias,Ranulfo Romo
  • Publisher : Springer Science & Business Media
  • Release Date : 2009-08-22
  • Total pages : 304
  • ISBN : 0128019069
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Summary : Recent experimental research advances have led to increasingly detailed descriptions of how networks of interacting neurons process information. With these developments, it has become clear that dynamic network behaviors underlie information processing, and that the observed activity patterns cannot be fully explained by simple concepts such as synchrony and phase ...

Nonlinear Dynamics in Computational Neuroscience

Nonlinear Dynamics in Computational Neuroscience
  • Author : Fernando Corinto,Alessandro Torcini
  • Publisher : Springer
  • Release Date : 2018-07-22
  • Total pages : 141
  • ISBN : 0128019069
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Summary : This book provides an essential overview of computational neuroscience. It addresses a broad range of aspects, from physiology to nonlinear dynamical approaches to understanding neural computation, and from the simulation of brain circuits to the development of engineering devices and platforms for neuromorphic computation. Written by leading experts in such ...

Computational Neuroscience

Computational Neuroscience
  • Author : Wanpracha Chaovalitwongse,Panos M. Pardalos,Petros Xanthopoulos
  • Publisher : Springer Science & Business Media
  • Release Date : 2010-07-03
  • Total pages : 396
  • ISBN : 0128019069
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Summary : This volume includes contributions from diverse disciplines including electrical engineering, biomedical engineering, industrial engineering, and medicine, bridging a vital gap between the mathematical sciences and neuroscience research. Covering a wide range of research topics, this volume demonstrates how various methods from data mining, signal processing, optimization and cutting-edge medical techniques ...

Creativity and Giftedness

Creativity and Giftedness
  • Author : Roza Leikin,Bharath Sriraman
  • Publisher : Springer
  • Release Date : 2016-08-24
  • Total pages : 266
  • ISBN : 0128019069
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Summary : This volume provides readers with a broad view on the variety of issues related to the educational research and practices in the field of Creativity in Mathematics and Mathematical Giftedness. The book explores (a) the relationship between creativity and giftedness; (b) empirical work with high ability (or gifted) students in ...

Mathematical Foundations of Neuroscience

Mathematical Foundations of Neuroscience
  • Author : G. Bard Ermentrout,David H. Terman
  • Publisher : Springer
  • Release Date : 2010-07-08
  • Total pages : 422
  • ISBN : 0128019069
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Summary : Arising from several courses taught by the authors, this book provides a needed overview illustrating how dynamical systems and computational analysis have been used in understanding the types of models that come out of neuroscience....

Models of the Mind

Models of the Mind
  • Author : Grace Lindsay
  • Publisher : Bloomsbury Publishing
  • Release Date : 2021-03-04
  • Total pages : 320
  • ISBN : 0128019069
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Summary : The brain is made up of 85 billion neurons, which are connected by over 100 trillion synapses. For more than a century, a diverse array of researchers has been trying to find a language that can be used to capture the essence of what these neurons do and how they communicate – and ...

Computational Neuroscience

Computational Neuroscience
  • Author : Hanspeter A Mallot
  • Publisher : Springer Science & Business Media
  • Release Date : 2013-05-23
  • Total pages : 135
  • ISBN : 0128019069
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Summary : 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 network level. The book, which grew out of a lecture series held regularly for more than ten years to graduate ...

Principles of Computational Modelling in Neuroscience

Principles of Computational Modelling in Neuroscience
  • Author : David Sterratt,Bruce Graham,Andrew Gillies,David Willshaw
  • Publisher : Cambridge University Press
  • Release Date : 2011-06-30
  • Total pages : 212
  • ISBN : 0128019069
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Summary : The nervous system is made up of a large number of interacting elements. To understand how such a complex system functions requires the construction and analysis of computational models at many different levels. This book provides a step-by-step account of how to model the neuron and neural circuitry to understand ...