Cover image for Advanced Models of Neural Networks Nonlinear Dynamics and Stochasticity in Biological Neurons
Title:
Advanced Models of Neural Networks Nonlinear Dynamics and Stochasticity in Biological Neurons
Author:
Rigatos, Gerasimos G. author.
ISBN:
9783662437643
Edition:
1st ed. 2015.
Physical Description:
XXIII, 275 p. 135 illus., 91 illus. in color. online resource.
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.
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