عنوان

Nonlinear dynamics in computational neuroscience /

(Number (ISBN

3319710486

(Number (ISBN

9783319710488

Erroneous ISBN

3319710478

Erroneous ISBN

9783319710471

Title Proper

Nonlinear dynamics in computational neuroscience /

General Material Designation

[Book]

First Statement of Responsibility

Fernando Corinto, Alessandro Torcini, editors.

Place of Publication, Distribution, etc.

Cham :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2018]

Date of Publication, Distribution, etc.

©2019

Specific Material Designation and Extent of Item

1 online resource :

Other Physical Details

illustrations

Series Title

PoliTO Springer series

Text of Note

Includes bibliographical references.

Text of Note

4 Discussion and ConclusionReferences; Functional Cliques in Developmentally Correlated Neural Networks; 1 Introduction; 2 Model and Methods; 2.1 Correlations; 2.2 Functional Connectivity; 3 Results; 3.1 Single Neuron Stimulation and Deletion Experiments; 3.2 The Clique of Functional Hubs; 4 Discussion; References; Chimera States in Pulse Coupled Neural Networks: The Influence of Dilution and Noise; 1 Introduction; 2 The Model; 3 Fully Coupled Network: Phase Diagram; 4 Diluted Networks; 5 Noisy Dynamics; 6 Discussion; References; Nanotechnologies for Neurosciences; 1 Introduction.

Text of Note

Characterization of Neural Signals in Preclinical Studies of Neural Plasticity Using Nonlinear Time Series Analysis1 Introduction; 2 Linear and Nonlinear Time Series Analysis Methods; 2.1 Spectral Methods; 2.2 Coupling Measures; 2.3 Power Law Correlations; 3 Characterization of Local Field Potentials in Preclinical Studies of Neural Plasticity; 3.1 Spectral Properties and Inter-hemispheric Coupling Directionality in a Model of Focal Epilepsy; 3.2 Post-stroke Modifications of Inter-hemispheric Coupling in Low Frequency Band; 3.3 Scaling Properties of LFPs in EE Rearing Condition.

Text of Note

Memristor and Memristor Circuit Modelling Based on Methods of Nonlinear System Theory1 Introduction; 2 One-Memristor Circuits; 2.1 Memristor Model; 2.2 Application of the Theory to One-Memristor Circuits; 2.3 Circuit Dynamic Equations; 2.4 Analytical Derivation of Volterra Kernels; 2.5 Response to a Sine-Wave Input; 2.6 Theory Validation; 3 Extension to Two-Memristor Circuits; 3.1 Memristor Model; 3.2 Application of the Theory to Two-Memristor Circuits; 3.3 Circuit Dynamic Equations; 3.4 Analytical Derivation of Volterra Kernels; 3.5 Response to a Sine-Wave Input; 3.6 Theory Validation.

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8

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Text of Note

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.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783319710488

Title

Nonlinear dynamics in computational neuroscience.

International Standard Book Number

9783319710471

Computational neuroscience.

Nonlinear theories.

Artificial intelligence.

Computational neuroscience.

Mathematical modelling.

MEDICAL-- Physiology.

Neurosciences.

Nonlinear science.

Nonlinear theories.

SCIENCE-- Life Sciences-- Human Anatomy & Physiology.

MED-- 075000

SCI-- 036000

Number

Edition

Class number

Corinto, Fernando

Torcini, Alessandro

Date of Transaction

20200823103119.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y