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Sanchez, D. (1991) Neurocomputing - State of the Art. In: Buch: Mechanics Computing in 1990's and Beyond Proc. ASCE Engineering Mechanics Speciality ConferenceKeynote Lecture on Neurocomputing, Seiten 23-42. ASCE New York, USA. ASCE Engineering Mechanics Specialty Conference, Columbus, Ohio, USA, 20.-22.05.1991.
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Kurzfassung
Neurocomputing, an evolving discipline of science and technology which involves the study and use of nonlinear networks of parallel processing elements for certain classes of information processing (computing) is reviewed in its current stage, including theoretical aspects, practical environments, applications, and the status quo. These networks possess a "learning from examples"-capability via training on self-organization, and their analysis was originally inspired by the study of the amazing information processing capability via training or self-organization, and their analysis was originally inspired by the study of the amazing information processing capabilities of biological organisms. As theoretical aspects of neurocomputing network architectures, learning rules, and its relation to conventional methods are presented. Practical environments are then discussed including software and hardware implementations.
| elib-URL des Eintrags: | https://elib.dlr.de/27914/ | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Dokumentart: | Konferenzbeitrag (Paper) | ||||||||
| Zusätzliche Informationen: | institution=H. Adeli and R.L. Sierakowski; The Ohio State University, LIDO-Berichtsjahr=1991, pages=20, | ||||||||
| Titel: | Neurocomputing - State of the Art | ||||||||
| Autoren: |
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| Datum: | 1991 | ||||||||
| Erschienen in: | Buch: Mechanics Computing in 1990's and Beyond Proc. ASCE Engineering Mechanics Speciality ConferenceKeynote Lecture on Neurocomputing | ||||||||
| Open Access: | Nein | ||||||||
| Gold Open Access: | Nein | ||||||||
| In SCOPUS: | Nein | ||||||||
| In ISI Web of Science: | Nein | ||||||||
| Seitenbereich: | Seiten 23-42 | ||||||||
| Verlag: | ASCE New York, USA | ||||||||
| Status: | veröffentlicht | ||||||||
| Stichwörter: | Artificial neural networks; Neurocomputing; Self-organization; Supervised learning; Unsupervised learning | ||||||||
| Veranstaltungstitel: | ASCE Engineering Mechanics Specialty Conference, Columbus, Ohio, USA, 20.-22.05.1991 | ||||||||
| HGF - Forschungsbereich: | NICHT SPEZIFIZIERT | ||||||||
| HGF - Programm: | keine Zuordnung | ||||||||
| HGF - Programmthema: | keine Zuordnung | ||||||||
| DLR - Schwerpunkt: | NICHT SPEZIFIZIERT | ||||||||
| DLR - Forschungsgebiet: | keine Zuordnung | ||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | NICHT SPEZIFIZIERT | ||||||||
| Standort: | Oberpfaffenhofen | ||||||||
| Institute & Einrichtungen: | Institut für Robotik und Mechatronik (bis 2012) > Institut für Dynamik der Flugsysteme | ||||||||
| Hinterlegt von: | DLR-Beauftragter, elib | ||||||||
| Hinterlegt am: | 02 Apr 2006 | ||||||||
| Letzte Änderung: | 27 Apr 2009 06:49 |
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