Integrated neuromorphic photonics

Bhavin J. Shastri, Mitchell A. Nahmias, Alexander N. Tait, Thomas Ferreira De Lima, Hsuan Tung Peng, Paul Richard Prucnal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Neuromorphic photonics is an emerging field at the intersection of photonics and neuromorphic engineering, with the goal of producing accelerated processors that combine the information processing capacity of neuromorphic processing architectures and the speed and bandwidth of photonics. It is motivated by the widening gap between current computing capabilities and computing needs that result from the limitations of conventional, microelectronic processors. Here, I will present these challenges, describe photonic neural-network approaches being developed by our lab and others, and offer a glimpse at this fields future.

Original languageEnglish (US)
Title of host publicationActive Photonic Platforms X
EditorsGanapathi S. Subramania, Stavroula Foteinopoulou
PublisherSPIE
Volume10721
ISBN (Electronic)9781510620131
DOIs
StatePublished - Jan 1 2018
EventActive Photonic Platforms X 2018 - San Diego, United States
Duration: Aug 19 2018Aug 23 2018

Other

OtherActive Photonic Platforms X 2018
CountryUnited States
CitySan Diego
Period8/19/188/23/18

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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  • Cite this

    Shastri, B. J., Nahmias, M. A., Tait, A. N., Ferreira De Lima, T., Peng, H. T., & Prucnal, P. R. (2018). Integrated neuromorphic photonics. In G. S. Subramania, & S. Foteinopoulou (Eds.), Active Photonic Platforms X (Vol. 10721). [107211M] SPIE. https://doi.org/10.1117/12.2322182