Optoelectronic multilayer network

Alan Yamamura, Seiji Kobayashi, Mark A Neifeld, Demetri Psaltis

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

1 Citation (Scopus)

Abstract

Hybrid optoelectronic implementations combine the strength of optics in communications with that of electronics in computation. The authors describe a multilayer feedforward neural network implementation using neurons (computational elements) and synapses (connections between neurons) fabricated on an integrated circuit. Each synapse contains a photodetector thus allowing weights governing the connections to be accessed holographically from an optical disk. The authors have written holograms onto 5 1/4 inch reflective disks using a prototype Sony system.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsJumpei Tsujiuchi, Yoshiki Ichioka, Satoshi Ishihara
PublisherPubl by Int Soc for Optical Engineering
Pages152-153
Number of pages2
Volume1359
StatePublished - 1990
Externally publishedYes
Event1990 International Topical Meeting on Optical Computing - OC '90 - Kobe, Jpn
Duration: Apr 8 1990Apr 12 1990

Other

Other1990 International Topical Meeting on Optical Computing - OC '90
CityKobe, Jpn
Period4/8/904/12/90

Fingerprint

synapses
neurons
Optoelectronic devices
Neurons
Multilayers
optical disks
Feedforward neural networks
Holograms
Multilayer neural networks
Photodetectors
integrated circuits
Integrated circuits
photometers
Optics
Electronic equipment
communication
prototypes
optics
Communication
electronics

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Yamamura, A., Kobayashi, S., Neifeld, M. A., & Psaltis, D. (1990). Optoelectronic multilayer network. In J. Tsujiuchi, Y. Ichioka, & S. Ishihara (Eds.), Proceedings of SPIE - The International Society for Optical Engineering (Vol. 1359, pp. 152-153). Publ by Int Soc for Optical Engineering.

Optoelectronic multilayer network. / Yamamura, Alan; Kobayashi, Seiji; Neifeld, Mark A; Psaltis, Demetri.

Proceedings of SPIE - The International Society for Optical Engineering. ed. / Jumpei Tsujiuchi; Yoshiki Ichioka; Satoshi Ishihara. Vol. 1359 Publ by Int Soc for Optical Engineering, 1990. p. 152-153.

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

Yamamura, A, Kobayashi, S, Neifeld, MA & Psaltis, D 1990, Optoelectronic multilayer network. in J Tsujiuchi, Y Ichioka & S Ishihara (eds), Proceedings of SPIE - The International Society for Optical Engineering. vol. 1359, Publ by Int Soc for Optical Engineering, pp. 152-153, 1990 International Topical Meeting on Optical Computing - OC '90, Kobe, Jpn, 4/8/90.
Yamamura A, Kobayashi S, Neifeld MA, Psaltis D. Optoelectronic multilayer network. In Tsujiuchi J, Ichioka Y, Ishihara S, editors, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 1359. Publ by Int Soc for Optical Engineering. 1990. p. 152-153
Yamamura, Alan ; Kobayashi, Seiji ; Neifeld, Mark A ; Psaltis, Demetri. / Optoelectronic multilayer network. Proceedings of SPIE - The International Society for Optical Engineering. editor / Jumpei Tsujiuchi ; Yoshiki Ichioka ; Satoshi Ishihara. Vol. 1359 Publ by Int Soc for Optical Engineering, 1990. pp. 152-153
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