Advanced Models of Neural Networks Nonlinear Dynamics and Stochasticity in Biological Neurons
by
 
Rigatos, Gerasimos G. author.

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.

Subject Term
Computational intelligence.
 
Artificial intelligence.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-3-662-43764-3


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book530123-1001ONLINEElektronik Kütüphane