Document (#41966)

Editor
Ramacher, U.
Malsburg, C. von der
Title
Zur Konstruktion künstlicher Gehirne
Imprint
Berlin : Springer
Year
2009
Pages
VIII, 391 S
Isbn
978-3-642-00187-1
Abstract
Der Band bietet eine Einführung in die Konstruktion künstlicher Gehirne und stellt Neurocomputer der zweiten Generation vor. Um künstliche Gehirne zu konstruieren, werden Experiment, Theorie und Anwendung auf eine neue Art und Weise miteinander verbunden: Es geht um die Implementierung dynamischer, gepulster neuronaler Netze auf Halbleitern. Der Band ist das Ergebnis einer Kooperation zwischen Industrie und führenden Forschergruppen auf den Gebieten Gehirnforschung, Neurowissenschaft, Ingenieurwissenschaft, Elektrotechnik und Informatik.
Content
1. Problematik der Modellierung künstlicher Gehirne - 2. Informationsverarbeitung in Netzen mit konstanten Synapsen - 3. Allgemeine Theorie der Netze mit dynamischen Synapsen - 4. Makrodynamik der Netze mit konstanten Synapsen - 5. Informationsverarbeitung mit dynamischen Synapsen - 6. Netze für die Merkmalsdetektion - 7. Netze für die Merkmalserkennung - 8. Netze für die robuste Kopfdetektion - 9. Ausblick - 10. Vor üb er legungen zur mikroelektronischen Realisierung - 11. Elementare Schaltungen für Neuronen, Synapsen und Photosensoren - 12. Simulation mikroelektronischer neuronaler Schaltungen und Systeme - 13. Architektur und Chip-Entwurf des Merkmalserkenners - 14. Architektur und Chip-Entwurf für Merkmalsdetektoren - 15. 3D-Stapeltechnik für den Sehwürfel - 16. Architektur eines Sehwürfels der ersten Generation
Field
Informatik
Kognitionswissenschaft
RSWK
Visuelles System / Synapse / Informationsverarbeitung / Objekterkennung / Merkmalsextraktion / Neuronales Feld
BK
54.72 (Künstliche Intelligenz)
DDC
006.32 / DDC22ger
006.37 / DDC22ger
GHBS
TVU (DU)
LCC
QA76.87
RVK
ST 300
ST 301

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