A linear-in-the-parameters nonlinear filter consists of a functional expansion block, which expands the input signal to a higher dimensional space nonlinearly, followed by an adaptive weight network.

The result of such nonlinear non-reciprocal interactions is the coexistence of run-and-chase dynamics and phase separation. Moreover, since the role of the two species can reverse dynamically, the ...

Different from the traditional study of time-invariant problems, in this paper, the more complex hybrid time-dependent linear-nonlinear dynamic system (HTDLNDS) is studied, that not only has a linear ...