Document (#33591)

Author
Rojas, R.
Title
Theorie der neuronalen Netze : eine systematische Einführung
Imprint
Berlin : Springer
Year
1993
Pages
XVIII,446 S
Isbn
3-540-56353-9
Series
Springer-Lehrbuch
Abstract
In diesem Buch werden theoretische Ansätze und Modelle, die in der Literatur verstreut sind, zu einer modellübergreifenden Theorie der künstlichen neuronalen Netze zusammengefügt. Mit ständigem Blick auf die Biologie wird - ausgehend von einfachsten Netzen - gezeigt, wie sich die Eigenschaften der Modelle verändern, wenn allgemeinere Berechnungselemente und Netztopologien eingeführt werden.õJedes Kapitel enthält Beispiele und ist ausführlich illustriert und durch bibliographische Anmerkungen abgerundet. Das Buch richtet sich an Leser, die sich einen Überblick verschaffen oder vorhandene Kenntnisse vertiefen wollen. Es ist als Grundlage für Neuroinformatikvorlesungen an deutschsprachigen Universitäten geeignet.
Footnote
Rez. in: Knowledge organization 21(1994) no.1, S.42-43 (E. Oeser): "Therefore, over and beyond its intrinsic didactic function, this book can be recommended to all those seriously interested in the theoretical foundations of an information processing technology which has already succeeded in closing major gaps which conventional methods have so far been unable to fill"
RSWK
Neuronales Netz
Neuronales Netz / Lehrbuch (BVB)
BK
54.72 Künstliche Intelligenz
54.32 Rechnerkommunikation
54.10 Theoretische Informatik
54.31 Rechnerarchitektur
SBB
Mat T 1091 / Neuronales Netz
GHBS
TVU (DU)
TVV (E)
TWIP (SI)
TWN (HA)
TZI (HA)
RVK
ST 152 Informatik / Monographien / Technische Informatik / Neurocomputer, Optische Computer u.a.
ST 200 Informatik / Monographien / Vernetzung, verteilte Systeme / Allgemeines, Netzmanagement
ST 300 Informatik / Monographien / Künstliche Intelligenz / Allgemeines
QH 700 Wirtschaftswissenschaften / Mathematik. Statistik. Ökonometrie. Unternehmensforschung / Ökonometrie (einschließlich Logit-, Probit- und Tobitmodellen, d. h. Modellen mit qualitativen und begrenzt abhängigen Variablen [limited dependent variables]) / Datenverarbeitung. Wirtschaftsinformatik / Kybernetik. Neuronale Netze
ST 285 Informatik / Monographien / Software und -entwicklung / Computer supported cooperative work (CSCW), Groupware
ST 130 Informatik / Monographien / Grundlagen der Informatik / Theoretische Informatik / Allgemeines
ST 150 Informatik / Monographien / Technische Informatik / Hardware, Rechnerarchitektur allgemein, von-Neumann-Architektur
QH 200 Wirtschaftswissenschaften / Mathematik. Statistik. Ökonometrie. Unternehmensforschung / Statistik / Allgemeines. Nachschlagewerke / Allgemeines
ST 301 Informatik / Monographien / Künstliche Intelligenz / Soft computing, Neuronale Netze, Fuzzy-Systeme

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