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Concurrent Learning and Information Processing
A Neuro-computing System That Learns During Monitoring, Forecasting and Control
Seiten
1997
|
1997 ed.
Chapman and Hall (Verlag)
978-0-412-08831-5 (ISBN)
Chapman and Hall (Verlag)
978-0-412-08831-5 (ISBN)
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This work describes benefits and features of the neuro-computing system, statistical foundations for the system, and several related models. It also describes available system software.
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.
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.
Concurrent information processing concepts; concurrent information processing kernals; concurrent information processing extensions; concurrent information processing prospects.
Zusatzinfo | biography |
---|---|
Verlagsort | London |
Sprache | englisch |
Maße | 153 x 229 mm |
Gewicht | 565 g |
Themenwelt | Mathematik / Informatik ► Informatik ► Betriebssysteme / Server |
Mathematik / Informatik ► Informatik ► Theorie / Studium | |
Technik ► Elektrotechnik / Energietechnik | |
ISBN-10 | 0-412-08831-2 / 0412088312 |
ISBN-13 | 978-0-412-08831-5 / 9780412088315 |
Zustand | Neuware |
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Buch | Hardcover (2023)
Rheinwerk (Verlag)
39,90 €