Abstract: The proportionate updating (PU) mechanism has been widely adopted in least mean squares (LMS) adaptive filtering algorithms to exploit the system sparsity. In this brief, we propose a ...
We study a class of recursive self-optimizing generative systems whose objective is not the direct production of optimal outputs, but the construction of a stable generative capability through ...