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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, pp. 23-42. ASCE New York, USA. ASCE Engineering Mechanics Specialty Conference, Columbus, Ohio, USA, 20.-22.05.1991.
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Abstract
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.
| Item URL in elib: | https://elib.dlr.de/27914/ | ||||||||
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| Document Type: | Conference or Workshop Item (Paper) | ||||||||
| Additional Information: | institution=H. Adeli and R.L. Sierakowski; The Ohio State University, LIDO-Berichtsjahr=1991, pages=20, | ||||||||
| Title: | Neurocomputing - State of the Art | ||||||||
| Authors: |
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| Date: | 1991 | ||||||||
| Journal or Publication Title: | Buch: Mechanics Computing in 1990's and Beyond Proc. ASCE Engineering Mechanics Speciality ConferenceKeynote Lecture on Neurocomputing | ||||||||
| Open Access: | No | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| Page Range: | pp. 23-42 | ||||||||
| Publisher: | ASCE New York, USA | ||||||||
| Status: | Published | ||||||||
| Keywords: | Artificial neural networks; Neurocomputing; Self-organization; Supervised learning; Unsupervised learning | ||||||||
| Event Title: | ASCE Engineering Mechanics Specialty Conference, Columbus, Ohio, USA, 20.-22.05.1991 | ||||||||
| HGF - Research field: | UNSPECIFIED | ||||||||
| HGF - Program: | other | ||||||||
| HGF - Program Themes: | other | ||||||||
| DLR - Research area: | UNSPECIFIED | ||||||||
| DLR - Program: | no assignment | ||||||||
| DLR - Research theme (Project): | UNSPECIFIED | ||||||||
| Location: | Oberpfaffenhofen | ||||||||
| Institutes and Institutions: | Institute of Robotics and Mechatronics (until 2012) > Institut für Dynamik der Flugsysteme | ||||||||
| Deposited By: | DLR-Beauftragter, elib | ||||||||
| Deposited On: | 02 Apr 2006 | ||||||||
| Last Modified: | 27 Apr 2009 06:49 |
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