Concurrent Learning and Information Processing
Subtitle: A Neuro-Computing System that Learns During Monitoring, Forecasting, and Control
By: by Robert J. Jannarone
Publisher: Springer US
Published: 1996
Place of publication: Boston, MA
Language: eng
Format: [electronic resource] :
Number of pages: 288
ISBN-13: 9781461380498; 9781461304319
Subjects: Engineering; Statistics; Computer engineering; Artificial intelligence
Description: 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.
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