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In this paper, the ideal best adaptive learning rates arederived out for diagonal recurrent neural network. The adaptivelearning rates are chosen for fitting error convergence requirements.And the convergence requirements are discussed then modified for a practical control system. Finally the simulation results are shownin diagonal recurrent neural network based control system with the modified adaptive learning rates.
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