By Gerasimos G. Rigatos
This e-book offers an entire examine on neural constructions displaying nonlinear and stochastic dynamics, elaborating on neural dynamics by means of introducing complicated versions of neural networks. It overviews the most findings within the modelling of neural dynamics when it comes to electric circuits and examines their balance houses with using dynamical platforms thought.
It is appropriate for researchers and postgraduate scholars engaged with neural networks and dynamical platforms theory.
Read Online or Download Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons PDF
Similar ai & semantics books
The research of multi-agent structures (MAS) specializes in platforms during which many clever brokers engage with each one other. those brokers are thought of to be independent entities resembling software program courses or robots. Their interactions can both be cooperative (for instance as in an ant colony) or egocentric (as in a loose industry economy).
The e-book is a distinct attempt to symbolize various strategies designed to symbolize, improve, and empower multi-disciplinary and multi-institutional computing device studying learn in healthcare informatics. The booklet offers a distinct compendium of present and rising computing device studying paradigms for healthcare informatics and displays the range, complexity and the intensity and breath of this multi-disciplinary region.
This ebook offers chosen fault prognosis and fault-tolerant regulate recommendations for non-linear structures in a unified framework. specifically, ranging from complex country estimation recommendations as much as smooth delicate computing, the discrete-time description of the approach is hired half I of the e-book provides unique learn effects relating to nation estimation and neural networks for powerful fault analysis.
This ebook explores harm development and fracture strategies in cementitious, ceramic, polymer and steel matrix composites, integrating homes like stiffness and energy with statement at less than macroscopic scale. Advances in multiscale modelling and research pertain on to fabrics which both have various suitable microstructural scales, like metals, or do not need a well-defined microstructure, like cementitious or ceramic composites.
- Biologically Rationalized Computing Techniques For Image Processing Applications (Lecture Notes in Computational Vision and Biomechanics)
- Metaheuristics and Optimization in Civil Engineering (Modeling and Optimization in Science and Technologies)
- Virtual, Augmented Reality and Serious Games for Healthcare 1 (Intelligent Systems Reference Library)
- Proceedings of the 2015 Federated Conference on Software Development and Object Technologies (Advances in Intelligent Systems and Computing)
Additional info for Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons
Advanced Models of Neural Networks: Nonlinear Dynamics and Stochasticity in Biological Neurons by Gerasimos G. Rigatos