Výsledky vyhledávání - "stochastic gradient adaptive algorithms"

On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms Autor Al-Naffouri, T.Y., Sayed, A.H., Kailath, T.

“… Using an energy conservation relation, and some typical assumptions, the choice of the error function is optimized by minimizing the mean-square deviation subject to a fixed rate of convergence…”
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A true stochastic gradient adaptive algorithm for applications using nonlinear actuators Autor Costa, M.H., Bermudez, J.C.M.

“…This work considers the practical situation where adaptive systems are subject to a saturation nonlinearity at the output of the adaptive filter…”
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