Concurrent Learning and Information Processing: A Neuro-computing System That Learns During Monitoring, Forecasting and Control - Hardcover

Jannarone, R.J.

 
9780412088315: Concurrent Learning and Information Processing: A Neuro-computing System That Learns During Monitoring, Forecasting and Control

Synopsis

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 neuro-computing system that learns in real-time, even when data arrival rates are several million measurements per second. This text describes benefits and features of the system, statistical foundations for the system, and several related models. It also describes available system software.

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Other Popular Editions of the Same Title

9781461380498: Concurrent Learning and Information Processing: A Neuro-Computing System that Learns During Monitoring, Forecasting, and Control

Featured Edition

ISBN 10:  1461380499 ISBN 13:  9781461380498
Publisher: Springer, 2011
Softcover