Advanced models of neural networks : nonlinear dynamics and stochasticity in biological neurons /: nonlinear dynamics and stochasticity in biological neurons. ([2015])

• Record Type: Book
• Further Information: Note: Gerasimos G. Rigatos.
• Authors: Rigatos, Gerasimos G
• Contents: Modelling Biological Neurons in Terms of Electrical Circuits -- Systems Theory for the Analysis of Biological Neuron Dynamics -- Bifurcations and Limit Cycles in Models of Biological Systems -- Oscillatory Dynamics in Biological Neurons -- Synchronization of Circadian Neurons and Protein Synthesis Control -- Wave Dynamics in the Transmission of Neural Signals -- Stochastic Models of Biological Neuron Dynamics -- Synchronization of Stochastic Neural Oscillators Using Lyapunov Methods -- Synchronization of Chaotic and Stochastic Neurons Using Differential Flatness Theory -- Attractors in Associative Memories with Stochastic Weights -- Spectral Analysis of Neural Models with Stochastic Weights -- Neural Networks Based on the Eigenstates of the Quantum Harmonic Oscillator -- Quantum Control and Manipulation of Systems and Processes at Molecular Scale -- References -- Index.
• Publisher Details: New York : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (296 pages), illustrations (some color)
• Subjects: 006.3; Neural networks (Computer science); Nonlinear theories; Stochastic processes; Neural networks (Computer science); Nonlinear theories; Stochastic processes; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783662437643; 3662437643
• Related ISBNs: 9783662437636
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (ebrary, viewed September 5, 2014).
• 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.