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Book
Nonlinear Dynamics in Computational Neuroscience
Authors: ---
ISBN: 3319710486 3319710478 Year: 2019 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

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 diverse fields as neuroscience, physics, psychology, neural engineering, cognitive science and applied mathematics, the book reflects the remarkable advances that have been made in the field of computational neuroscience, an emerging discipline devoted to the study of brain functions in terms of the information-processing properties of the structures forming the nervous system. The contents build on the workshop “Nonlinear Dynamics in Computational Neuroscience: from Physics and Biology to ICT,” which was held in Torino, Italy in September 2015.


Book
Nonlinear circuits and systems with memristors : analogue computing via the flux-charge analysis method
Authors: --- ---
ISBN: 3030556514 3030556506 Year: 2021 Publisher: Cham, Switzerland : Springer,

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This book presents a new approach to the study of physical nonlinear circuits and advanced computing architectures with memristor devices. Such a unified approach to memristor theory has never been systematically presented in book form. After giving an introduction on memristor-based nonlinear dynamical circuits (e.g., periodic/chaotic oscillators) and their use as basic computing analogue elements, the authors delve into the nonlinear dynamical properties of circuits and systems with memristors and present the flux-charge analysis, a novel method for analyzing the nonlinear dynamics starting from writing Kirchhoff laws and constitutive relations of memristor circuit elements in the flux-charge domain. This analysis method reveals new peculiar and intriguing nonlinear phenomena in memristor circuits, such as the coexistence of different nonlinear dynamical behaviors, extreme multistability and bifurcations without parameters. The book also describes how arrays of memristor-based nonlinear oscillators and locally-coupled neural networks can be applied in the field of analog computing architectures. The book will be of interest to scientists and engineers involved in the conceptual design of physical memristor devices and systems, mathematical and circuit models of physical processes, circuits and networks design, system engineering, or data processing and system analysis. .


Book
Nonlinear Dynamics in Computational Neuroscience
Authors: --- ---
ISBN: 9783319710488 Year: 2019 Publisher: Cham Springer International Publishing :Imprint: Springer

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Nonlinear Circuits and Systems with Memristors : Nonlinear Dynamics and Analogue Computing via the Flux-Charge Analysis Method
Authors: --- ---
ISBN: 9783030556518 9783030556525 9783030556532 9783030556501 Year: 2021 Publisher: Cham Springer International Publishing

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This book presents a new approach to the study of physical nonlinear circuits and advanced computing architectures with memristor devices. Such a unified approach to memristor theory has never been systematically presented in book form. After giving an introduction on memristor-based nonlinear dynamical circuits (e.g., periodic/chaotic oscillators) and their use as basic computing analogue elements, the authors delve into the nonlinear dynamical properties of circuits and systems with memristors and present the flux-charge analysis, a novel method for analyzing the nonlinear dynamics starting from writing Kirchhoff laws and constitutive relations of memristor circuit elements in the flux-charge domain. This analysis method reveals new peculiar and intriguing nonlinear phenomena in memristor circuits, such as the coexistence of different nonlinear dynamical behaviors, extreme multistability and bifurcations without parameters. The book also describes how arrays of memristor-based nonlinear oscillators and locally-coupled neural networks can be applied in the field of analog computing architectures. The book will be of interest to scientists and engineers involved in the conceptual design of physical memristor devices and systems, mathematical and circuit models of physical processes, circuits and networks design, system engineering, or data processing and system analysis. .


Book
Nonlinear Circuits and Systems with Memristors
Authors: --- --- ---
ISBN: 9783030556518 9783030556525 9783030556532 9783030556501 Year: 2021 Publisher: Cham Springer International Publishing :Imprint: Springer

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Book
Proceedings of the 18th ACM International Symposium on Nanoscale Architectures

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