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Learning for Unknown Signal Pattern with Feedback Link

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2 Author(s)
Tamura, Shinichi ; Department of Information and Computer Sciences, Faculty of Engineering Science, Osaka University, Toyonaka, Osaka, Japan 560. ; Tanaka, Kokichi

An on¿off sequence of an unknown signal pattern that is time-varying or fixed is dealt with. The optimum analogue feedback signal is obtained, which minimizes the average energy transmitted in the forward direction. The nonsupervised situation is also discussed. The effectiveness of the feedback method over the nonfeedback method is twice for the typical case.

Published in:

Systems, Man and Cybernetics, IEEE Transactions on  (Volume:SMC-5 ,  Issue: 5 )