A Closed Form Solution for Multiple-Input Spike Based Adaptive Filters

摘要

Neurons are point process systems, in the sense that the inputs and output which are spike trains can be treated as point processes. System identification of a point process system has been studied mostly with single input. However, multiple input is requ