Continuous-time temporal back-propagation

Continuous-time temporal back-propagation

The back-propagation training technique for feedforward neural networks is extended to networks with delay elements in the connections. Such an extension has previously been described by E.A. Wan (1990) for discrete-time presentation of training patterns and weight updates. The authors present a con...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Day, S.P., Camporese, P.S.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Adaptive filters
Delay
Feedforward neural networks
Feedforward systems
Feeds
Neural networks
Neurons
Noise cancellation
Nonhomogeneous media
Pattern recognition
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Beschreibung
Zusammenfassung:The back-propagation training technique for feedforward neural networks is extended to networks with delay elements in the connections. Such an extension has previously been described by E.A. Wan (1990) for discrete-time presentation of training patterns and weight updates. The authors present a continuous-time generalization of these results. Such networks can be used for temporal and spatiotemporal pattern recognition.< >
DOI:10.1109/IJCNN.1991.155319