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Bibliographic Details
Main Authors:	Serra, Roberto (Author), Zanarini, Gianni (Author)
Format:	Book
Language:	English
Published:	Berlin ; Heidelberg ; New York ; London ; Paris ; Tokyo ; Hong Kong Springer 1990
Subjects:	Künstliche Intelligenz Neuronales Netz Selbstorganisation Kognitiver Prozess Neuroanatomie Kognitive Psychologie Nichtlineares dynamisches System Komplexes System
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019109002&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Item Description:	Literaturverz. S. 195 - 201
Physical Description:	X, 205 S. Ill. , graph. Darst.
ISBN:	3540513930 0387513930

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Record in the Search Index

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adam_text	TABLE OF CONTENTS 1 INTRODUCTORY CONCEPTS 1.1 COMPLEX SYSTEMS AND SELF-ORGANIZATION 1 1.2 SELF-ORGANIZATION IN ARTIFICIAL SYSTEMS 3 1.3 COGNITIVE PROCESSES IN ARTIFICIAL SYSTEMS 5 1.4 METAPHORS OF THE COGNITIVE SCIENCES 7 2 THE DYNAMICAL SYSTEMS APPROACH TO ARTIFICIAL INTELLIGENCE 2.1 INTRODUCTION 11 2.2 DYNAMICAL SYSTEMS, ATTRACTORS AND MEANING 12 2.3 NEURAL NETWORKS 18 2.4 THE RELATIONSHIP WITH CLASSICAL AI 25 3 DYNAMICAL BEHAVIOUR OF COMPLEX SYSTEMS 3.1 INTRODUCTION 33 3.2 ONE-DIMENSIONAL DYNAMICAL SYSTEMS 36 3.3 TWO-DIMENSIONAL DYNAMICAL SYSTEMS 46 3.4 CELLULAR AUTOMATA 50 3.5 THE LIFE GAME 61 3.6 RANDOM BOOLEAN NETWORKS 64 3.7 COMPUTATION IN REACTION-DIFFUSION SYSTEMS 70 4 HOMOGENEOUS NEURAL NETWORKS 4.1 INTRODUCTION 73 4.2 THE HOPFIELD MODEL 75 4.3 MODIFICATIONS OF THE HOPFIELD MODEL 84 A4.1 NON-DETERMINISTIC DYNAMICS OF THE MODEL 102 A4.2 MEMORIZATION AND RECOGNITION OF TWO STATES 104 5 NETWORK STRUCTURE AND NETWORK LEARNING 5.1 INTRODUCTION 107 5.2 LAYERED NETWORKS 109 5.3 BACK-PROPAGATION ALGORITHMS 113 HTTP://D-NB.INFO/900702478 X TABLE OF CONTENTS 5.4 SELF-ORGANIZATION AND FEATURE EXTRACTION 116 5.5 LEARNING IN PROBABILISTIC NETWORKS 124 5.6 UNSUPERVISED LEARNING 129 A5.1 THE LEARNING ALGORITHM FOR THE BOLTZMANN MACHINE 137 6 DYNAMICAL RULE BASED SYSTEMS 6.1 INTRODUCTION 139 6.2 CLASSIFIER SYSTEMS AND GENETIC ALGORITHMS 141 6.3 THE EQUATIONS OF CLASSIFIER SYSTEMS 148 6.4 THE DYNAMICS OF CLASSIFIER SYSTEMS 155 6.5 CLASSIFIER SYSTEMS AND NEURAL NETWORKS 166 A6.1 IMPLICIT PARALLELISM 170 7 PROBLEMS AND PROSPECTS 7.1 INTRODUCTION 175 7.2 KNOWLEDGE REPRESENTATION 176 7.3 THE ROLE OF DYNAMICS 182 7.4 ON THE LIMITS OF THE DYNAMICAL APPROACH 184 REFERENCES 195 SUBJECT INDEX 203
any_adam_object	1
author	Serra, Roberto Zanarini, Gianni
author_facet	Serra, Roberto Zanarini, Gianni
author_role	aut aut
author_sort	Serra, Roberto
author_variant	r s rs g z gz
building	Verbundindex
bvnumber	BV025861331
classification_rvk	CP 4000 ST 285
ctrlnum	(OCoLC)231038132 (DE-599)BVBBV025861331
discipline	Informatik Psychologie
format	Book
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id	DE-604.BV025861331
illustrated	Illustrated
indexdate	2024-12-20T14:08:58Z
institution	BVB
isbn	3540513930 0387513930
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-019109002
oclc_num	231038132
open_access_boolean
owner	DE-11
owner_facet	DE-11
physical	X, 205 S. Ill. , graph. Darst.
publishDate	1990
publishDateSearch	1990
publishDateSort	1990
publisher	Springer
record_format	marc
spellingShingle	Serra, Roberto Zanarini, Gianni Complex systems and cognitive processes Künstliche Intelligenz (DE-588)4033447-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Selbstorganisation (DE-588)4126830-1 gnd Kognitiver Prozess (DE-588)4140177-3 gnd Neuroanatomie (DE-588)4171577-9 gnd Kognitive Psychologie (DE-588)4073586-2 gnd Nichtlineares dynamisches System (DE-588)4126142-2 gnd Komplexes System (DE-588)4114261-5 gnd
subject_GND	(DE-588)4033447-8 (DE-588)4226127-2 (DE-588)4126830-1 (DE-588)4140177-3 (DE-588)4171577-9 (DE-588)4073586-2 (DE-588)4126142-2 (DE-588)4114261-5
title	Complex systems and cognitive processes
title_auth	Complex systems and cognitive processes
title_exact_search	Complex systems and cognitive processes
title_full	Complex systems and cognitive processes Roberto Serra ; Gianni Zanarini
title_fullStr	Complex systems and cognitive processes Roberto Serra ; Gianni Zanarini
title_full_unstemmed	Complex systems and cognitive processes Roberto Serra ; Gianni Zanarini
title_short	Complex systems and cognitive processes
title_sort	complex systems and cognitive processes
topic	Künstliche Intelligenz (DE-588)4033447-8 gnd Neuronales Netz (DE-588)4226127-2 gnd Selbstorganisation (DE-588)4126830-1 gnd Kognitiver Prozess (DE-588)4140177-3 gnd Neuroanatomie (DE-588)4171577-9 gnd Kognitive Psychologie (DE-588)4073586-2 gnd Nichtlineares dynamisches System (DE-588)4126142-2 gnd Komplexes System (DE-588)4114261-5 gnd
topic_facet	Künstliche Intelligenz Neuronales Netz Selbstorganisation Kognitiver Prozess Neuroanatomie Kognitive Psychologie Nichtlineares dynamisches System Komplexes System
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=019109002&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT serraroberto complexsystemsandcognitiveprocesses AT zanarinigianni complexsystemsandcognitiveprocesses

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