Large scale spatiotemporal reservoirs

Daniel Brunner, Julian Bueno, Xavier Porte, Sheler Maktoobi, Louis Andreoli

Research output: Chapter in Book/Report/Conference proceedingChapter

Original languageEnglish
Title of host publicationPhotonic Reservoir Computing
Subtitle of host publicationOptical Recurrent Neural Networks
EditorsDaniel Brunner, Miguel C. Soriano, Guy Van der Sande
Place of PublicationBerlin
Chapter4
Pages83-116
Number of pages34
DOIs
Publication statusPublished - 8 Jul 2019

Keywords

  • computing
  • photonic
  • optics
  • semiconductor diode-laser
  • lasers
  • neural network
  • neural network applications
  • neural network training
  • hardware implementation
  • machine Learning
  • machine learning applications

Cite this

Brunner, D., Bueno, J., Porte, X., Maktoobi, S., & Andreoli, L. (2019). Large scale spatiotemporal reservoirs. In D. Brunner, M. C. Soriano, & G. Van der Sande (Eds.), Photonic Reservoir Computing: Optical Recurrent Neural Networks (pp. 83-116). Berlin. https://doi.org/10.1515/9783110583496-004
Brunner, Daniel ; Bueno, Julian ; Porte, Xavier ; Maktoobi, Sheler ; Andreoli, Louis. / Large scale spatiotemporal reservoirs. Photonic Reservoir Computing: Optical Recurrent Neural Networks. editor / Daniel Brunner ; Miguel C. Soriano ; Guy Van der Sande. Berlin, 2019. pp. 83-116
@inbook{48d984333d8646bf8942bd49feeeed30,
title = "Large scale spatiotemporal reservoirs",
keywords = "computing, photonic, optics, semiconductor diode-laser, lasers, neural network, neural network applications, neural network training, hardware implementation, machine Learning, machine learning applications",
author = "Daniel Brunner and Julian Bueno and Xavier Porte and Sheler Maktoobi and Louis Andreoli",
year = "2019",
month = "7",
day = "8",
doi = "10.1515/9783110583496-004",
language = "English",
isbn = "9783110582000",
pages = "83--116",
editor = "Daniel Brunner and Soriano, {Miguel C.} and {Van der Sande}, Guy",
booktitle = "Photonic Reservoir Computing",

}

Brunner, D, Bueno, J, Porte, X, Maktoobi, S & Andreoli, L 2019, Large scale spatiotemporal reservoirs. in D Brunner, MC Soriano & G Van der Sande (eds), Photonic Reservoir Computing: Optical Recurrent Neural Networks. Berlin, pp. 83-116. https://doi.org/10.1515/9783110583496-004

Large scale spatiotemporal reservoirs. / Brunner, Daniel; Bueno, Julian; Porte, Xavier; Maktoobi, Sheler; Andreoli, Louis.

Photonic Reservoir Computing: Optical Recurrent Neural Networks. ed. / Daniel Brunner; Miguel C. Soriano; Guy Van der Sande. Berlin, 2019. p. 83-116.

Research output: Chapter in Book/Report/Conference proceedingChapter

TY - CHAP

T1 - Large scale spatiotemporal reservoirs

AU - Brunner, Daniel

AU - Bueno, Julian

AU - Porte, Xavier

AU - Maktoobi, Sheler

AU - Andreoli, Louis

PY - 2019/7/8

Y1 - 2019/7/8

KW - computing

KW - photonic

KW - optics

KW - semiconductor diode-laser

KW - lasers

KW - neural network

KW - neural network applications

KW - neural network training

KW - hardware implementation

KW - machine Learning

KW - machine learning applications

UR - https://www.degruyter.com/view/product/498491

U2 - 10.1515/9783110583496-004

DO - 10.1515/9783110583496-004

M3 - Chapter

SN - 9783110582000

SN - 9783110583496

SP - 83

EP - 116

BT - Photonic Reservoir Computing

A2 - Brunner, Daniel

A2 - Soriano, Miguel C.

A2 - Van der Sande, Guy

CY - Berlin

ER -

Brunner D, Bueno J, Porte X, Maktoobi S, Andreoli L. Large scale spatiotemporal reservoirs. In Brunner D, Soriano MC, Van der Sande G, editors, Photonic Reservoir Computing: Optical Recurrent Neural Networks. Berlin. 2019. p. 83-116 https://doi.org/10.1515/9783110583496-004