Holdings: Advanced models of neural networks

Advanced models of neural networks: nonlinear dynamics and stochasticity in biological neurons

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Bibliographic Details
Main Author:	Rigatos, Gerasimos G. (Author)
Format:	Electronic eBook
Language:	English
Published:	Berlin [u.a.] Springer 2015
Subjects:	Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Stochastischer Prozess Nichtlineare Dynamik Nervennetz
Online Access:	BHS01 BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource
ISBN:	9783662437643
DOI:	10.1007/978-3-662-43764-3

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Record in the Search Index

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adam_text	ADVANCED MODELS OF NEURAL NETWORKS / RIGATOS, GERASIMOS G. : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. ADVANCED MODELS OF NEURAL NETWORKS / RIGATOS, GERASIMOS G. : 2015 ABSTRACT / INHALTSTEXT THIS BOOK PROVIDES A COMPLETE STUDY ON NEURAL STRUCTURES EXHIBITING NONLINEAR AND STOCHASTIC DYNAMICS, ELABORATING ON NEURAL DYNAMICS BY INTRODUCING ADVANCED MODELS OF NEURAL NETWORKS. IT OVERVIEWS THE MAIN FINDINGS IN THE MODELLING OF NEURAL DYNAMICS IN TERMS OF ELECTRICAL CIRCUITS AND EXAMINES THEIR STABILITY PROPERTIES WITH THE USE OF DYNAMICAL SYSTEMS THEORY. IT IS SUITABLE FOR RESEARCHERS AND POSTGRADUATE STUDENTS ENGAGED WITH NEURAL NETWORKS AND DYNAMICAL SYSTEMS THEORY DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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spellingShingle	Rigatos, Gerasimos G. Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Stochastischer Prozess (DE-588)4057630-9 gnd Nichtlineare Dynamik (DE-588)4126141-0 gnd Nervennetz (DE-588)4041638-0 gnd
subject_GND	(DE-588)4057630-9 (DE-588)4126141-0 (DE-588)4041638-0
title	Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons
title_auth	Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons
title_exact_search	Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons
title_full	Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons Gerasimos G. Rigatos
title_fullStr	Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons Gerasimos G. Rigatos
title_full_unstemmed	Advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons Gerasimos G. Rigatos
title_short	Advanced models of neural networks
title_sort	advanced models of neural networks nonlinear dynamics and stochasticity in biological neurons
title_sub	nonlinear dynamics and stochasticity in biological neurons
topic	Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Stochastischer Prozess (DE-588)4057630-9 gnd Nichtlineare Dynamik (DE-588)4126141-0 gnd Nervennetz (DE-588)4041638-0 gnd
topic_facet	Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering Stochastischer Prozess Nichtlineare Dynamik Nervennetz
url	https://doi.org/10.1007/978-3-662-43764-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027641857&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027641857&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT rigatosgerasimosg advancedmodelsofneuralnetworksnonlineardynamicsandstochasticityinbiologicalneurons

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