Photonic reservoir computing for ultra-fast information processing using semiconductor lasers

Ingo Fischer; Julian Bueno; Daniel Brunner; Miguel C. Soriano; Claudio Mirasso

Photonic reservoir computing for ultra-fast information processing using semiconductor lasers

Ingo Fischer, Julian Bueno, Daniel Brunner, Miguel C. Soriano, Claudio Mirasso

Institute Of Photonics

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

4 Citations (Scopus)

Abstract

Neuro-inspired computational concepts like reservoir computing can now be implemented in telecommunication-compatible hardware, with high hardware and energy efficiency and exhibiting excellent computing performance. This provides interesting perspectives for applications in telecommunication.

Original language	English
Title of host publication	ECOC 2016; 42nd European Conference on Optical Communication
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	336-338
Number of pages	3
ISBN (Print)	9783800742745
Publication status	Published - 5 Dec 2016
Event	42nd European Conference on Optical Communication, ECOC 2016 - Dusseldorf, Germany Duration: 18 Sept 2016 → 22 Sept 2016

Conference

Conference	42nd European Conference on Optical Communication, ECOC 2016
Country/Territory	Germany
City	Dusseldorf
Period	18/09/16 → 22/09/16

Funding

This work was supported by MINECO (Spain) under Project TEC2012-36335 (TRIPHOP) and the European Commission via FEDER.

Keywords

telecommunication
semiconductor lasers
reservoir computing

Cite this

@inproceedings{81d99983c5c94d6ebb8ed6ab6d3d5b60,

title = "Photonic reservoir computing for ultra-fast information processing using semiconductor lasers",

abstract = "Neuro-inspired computational concepts like reservoir computing can now be implemented in telecommunication-compatible hardware, with high hardware and energy efficiency and exhibiting excellent computing performance. This provides interesting perspectives for applications in telecommunication.",

keywords = "telecommunication, semiconductor lasers, reservoir computing",

author = "Ingo Fischer and Julian Bueno and Daniel Brunner and Soriano, \{Miguel C.\} and Claudio Mirasso",

year = "2016",

month = dec,

day = "5",

language = "English",

isbn = "9783800742745",

pages = "336--338",

booktitle = "ECOC 2016; 42nd European Conference on Optical Communication",

publisher = "IEEE",

note = "42nd European Conference on Optical Communication, ECOC 2016 ; Conference date: 18-09-2016 Through 22-09-2016",

}

TY - GEN

T1 - Photonic reservoir computing for ultra-fast information processing using semiconductor lasers

AU - Fischer, Ingo

AU - Bueno, Julian

AU - Brunner, Daniel

AU - Soriano, Miguel C.

AU - Mirasso, Claudio

PY - 2016/12/5

Y1 - 2016/12/5

N2 - Neuro-inspired computational concepts like reservoir computing can now be implemented in telecommunication-compatible hardware, with high hardware and energy efficiency and exhibiting excellent computing performance. This provides interesting perspectives for applications in telecommunication.

AB - Neuro-inspired computational concepts like reservoir computing can now be implemented in telecommunication-compatible hardware, with high hardware and energy efficiency and exhibiting excellent computing performance. This provides interesting perspectives for applications in telecommunication.

KW - telecommunication

KW - semiconductor lasers

KW - reservoir computing

UR - https://www.scopus.com/pages/publications/85015199804

UR - https://ieeexplore.ieee.org/document/7767572

M3 - Conference contribution book

AN - SCOPUS:85015199804

SN - 9783800742745

SP - 336

EP - 338

BT - ECOC 2016; 42nd European Conference on Optical Communication

PB - IEEE

CY - Piscataway, NJ

T2 - 42nd European Conference on Optical Communication, ECOC 2016

Y2 - 18 September 2016 through 22 September 2016

ER -

Photonic reservoir computing for ultra-fast information processing using semiconductor lasers

Abstract

Conference

Funding

Keywords

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Cite this