Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator

arXiv:2310.16588v2 Announce Type: replace-cross
Abstract: Among the promising advantages of photonic computing over conventional computing architectures is the potential to increase computing efficiency through massive parallelism by using the many degrees of freedom provided by photonics. Here, we numerically demonstrate the simultaneous use of time and frequency (equivalently wavelength) multiplexing to solve three independent tasks at the same time on the same photonic circuit. In particular, we consider a microring-based time-delay reservoir computing (TDRC) scheme that simultaneously solves three tasks: …

abstract advantages architectures arxiv computing cs.et cs.lg cs.ne efficiency freedom massive photonic computing photonics physics.optics silicon through type