Nonlinear dynamics in computational neuroscience. ([2018])

• Record Type: Book
• Further Information: Note: Fernando Corinto, Alessandro Torcini, editors.
• Editors: Corinto, Fernando; Torcini, Alessandro
• Contents: 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 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 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
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Copyright Date: 2019
• Extent: 1 online resource, illustrations
• Subjects: 612.8; Engineering; Computational neuroscience; Nonlinear theories; MEDICAL / Physiology; SCIENCE / Life Sciences / Human Anatomy & Physiology; Computational neuroscience; Nonlinear theories; Mathematics -- Applied; Medical -- Neuroscience; Science -- Chaotic Behavior in Systems; Mathematical modelling; Neurosciences; Nonlinear science; Neurosciences; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319710488; 3319710486
• Related ISBNs: 9783319710471; 3319710478
• Notes: Note: Includes bibliographical references.; Note: Online resource ; title from PDF title page (EBSCO, viewed June 25, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.