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Target Discrimination with Neural Networks
The feasibility of distinguishing multiple type components of exo-atmospheric targets is demonstrated by applying the Time Delay Neural Network (TDNN) and the Adaptive Time-Delay Neural Network (ATNN). Exo-atmospheric ...
Network Unfolding Algorithm and Universal Spatiotemporal Function Approximation
It has previously been known that a feed-forward network with time-delay can be unfolded into a conventional feed-forward network with a time history as input. In this paper, We show explicitly how this unfolding operation ...
Sampling Effects on Trajectory Learning and Production
The time-delay neural network (TDNN) and the adaptive time-delay neural network (ATNN) are effective tools for signal production and trajectory generation. Previous studies have shown production of circular and figure-eight ...