Concurrent Learning and Information Processing: A Neuro-Computing System that Learns During Monitoring, Forecasting, and Control - Brossura
Sinossi
Many monitoring, forecasting, and control operations occur in settings where relationships among key measurements must be learned quickly. Examples are on-line industrial processes where influent material is not consistent over time, energy load or price forecasting where demand characteristics change rapidly,and health management where relationships among monitored variables must be learned for each patient-treatment combination. The solution presented is a new neuro-computing system that learns in real-time, even when data arrival rates are several million measurements per second. The book describes benefits and features of the system, statistical foundations for the system, and several related models.
The book also describes available system software.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Contenuti
Rapid learning applications. Contrasts with alternative methods. The rapid learning neuro-computing system. Rapid learning models. Basic concurrent learning and prediction. Extended concurrent learning and prediction. Monitoring and forecasting details. Control and refinement details. Glossary. Index.
Product Description
Book by Jannarone Robert J
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Concurrent Learning and Information Processing: A Neuro-Computing System that Learns During Monitoring, Forecasting, and Control
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Concurrent Learning and Information Processing
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Springer US, Springer US Sep 2011, 2011
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ISBN 13: 9781461380498
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Many monitoring, forecasting, and control operations occur in settings where relationships among key measurements must be learned quickly. Examples are on-line industrial processes where influent material is not consistent over time, energy load or price. Codice articolo 4196160
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Taschenbuch. Condizione: Neu. Concurrent Learning and Information Processing | A Neuro-Computing System that Learns During Monitoring, Forecasting, and Control | Robert J. Jannarone | Taschenbuch | 288 S. | Englisch | 2011 | Springer US | EAN 9781461380498 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Codice articolo 106333953
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Concurrent Learning and Information Processing
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Springer US, Springer New York Sep 2011, 2011
ISBN 10: 1461380499
ISBN 13: 9781461380498
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