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Learning with the Adaptive Time-Delay Neural Network

Lin, Daw-Tung; Ligomenides, Panos A.; Dayhoff, Judith E. (1993)

The Adaptive Time-delay Neural Network (AT N N), a paradigm for training a nonlinear neural network with adaptive time-delays, is described. Both time delays and connection weights are adapted on-line according to a gradient ...

A Learning Algorithm for Adaptive Time-Delays in a Temporal Neural Network

Lin, Daw-Tung; Dayhoff, Judith E.; Ligomenides, Panos A. (1992)

The time delay neural network (TDNN) is an effective tool for speech recognition and spatiotemporal classification. This network learns by example, adapts its weights according to gradient descent, and incorporates a time ...