Waveguide-integrated plasmonic photodetectors and activation function units with phase change materials

Abstract

With a rapidly growing amount of data generated and processed, a search for more efficient components and architectures such as neuromorphic computing that are able to perform a more and more complex operations in more efficient way continue. Here we show that thin films of chalcogenide phase change materials (semiconductors) can serve as building blocks for novel type of plasmonic components that operate seamlessly in both electrical and optical domains without the need for repeated electrical-to-optical conversions. In consequence, novel waveguide-integrated devices were proposed that are able to operate simultaneously as photodetectors and activation function units and that are based on low-loss plasmonic waveguide platform and phase change materials. Theoretically predicted coupling efficiency exceeding 95 % and extremally low insertion losses of 0.01 dB/um in connection with an enhanced light-matter interaction provided by plasmonics enables a realization of very efficient and compact photodetectors and activation function units. A detection and threshold mechanism involve a Joule heating of phase change materials through internal or external metal contacts. With this paper, different arrangements and operation conditions were analyzed to ensure most efficient on-chip signal processing.