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Neurocomputing - State of the Art

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.

Full text not available from this repository.

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/
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:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Sanchez, D.UNSPECIFIEDUNSPECIFIED
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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