This paper proposes a basis-function canonical piecewise-linear (BF-CPWL) function, which can approximate any continuous function using a weighted sum of PWL BFs. The BF-CPWL approximation integrates ...

In this paper, we consider a simple nonlinear system, chaotic spiking oscillator, whose system exhibits various bifurcation phenomena and its dynamics is governed by one-dimensional piecewise linear ...

node regression classification rnn resnet deeplearning preprocessing ssm mamba tabular saint state-space-models ple distributional-regression tabtransformer ft-transformer piecewise-linear-encoding ...