WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks

Bin Shi; Nicola Calabretta; D. Bunandar; D. Englund; Ripalta Stabile

doi:10.1109/PS.2018.8751338

WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks

Bin Shi
, Nicola Calabretta
, D. Bunandar
, D. Englund
, Ripalta Stabile

Electro-Optical Communication

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

7 Citations (Scopus)

1 Downloads (Pure)

Abstract

We demonstrate high fidelity weighted addition of four 10 Gb/s on-off keyed data channels on a SOA-based monolithically integrated cross-connect, with a reading error dispersion below 0.2 with respect to the target. These results open the route to feasible 8x8 one-layer neuron interconnectivity for photonic integrated deep neural networks.

Original language	English
Title of host publication	Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018
Editors	Konstantinos Manousakis, Stavros Iezekiel, Ioannis Tomkos, Georgios Ellinas, Katsuyuki Utaka
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Number of pages	3
ISBN (Electronic)	978-1-5386-9392-6
DOIs	https://doi.org/10.1109/PS.2018.8751338
Publication status	Published - 1 Sept 2018
Event	2018 International Conference on Photonics in Switching and Computing, PSC 2018 - Limassol, Cyprus Duration: 19 Sept 2018 → 21 Sept 2018

Conference

Conference	2018 International Conference on Photonics in Switching and Computing, PSC 2018
Abbreviated title	PSC 2018
Country/Territory	Cyprus
City	Limassol
Period	19/09/18 → 21/09/18

Funding

This research work is financially supported by the Netherlands Organization of Scientific Research (NWO) under the Zwaartekracht programma, ‘Research Centre for Integrated Nanophotonics’.

Keywords

neuromorphic computing
optical cross-connect
photonic integrated circuit
SOA

Access to Document

10.1109/PS.2018.8751338

Cite this

Shi, B., Calabretta, N., Bunandar, D., Englund, D., & Stabile, R. (2018). WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks. In K. Manousakis, S. Iezekiel, I. Tomkos, G. Ellinas, & K. Utaka (Eds.), Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018 Article 8751338 Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/PS.2018.8751338

Shi, Bin ; Calabretta, Nicola ; Bunandar, D. et al. / WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks. Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018. editor / Konstantinos Manousakis ; Stavros Iezekiel ; Ioannis Tomkos ; Georgios Ellinas ; Katsuyuki Utaka. Piscataway : Institute of Electrical and Electronics Engineers, 2018.

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title = "WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks",

abstract = "We demonstrate high fidelity weighted addition of four 10 Gb/s on-off keyed data channels on a SOA-based monolithically integrated cross-connect, with a reading error dispersion below 0.2 with respect to the target. These results open the route to feasible 8x8 one-layer neuron interconnectivity for photonic integrated deep neural networks.",

keywords = "neuromorphic computing, optical cross-connect, photonic integrated circuit, SOA",

author = "Bin Shi and Nicola Calabretta and D. Bunandar and D. Englund and Ripalta Stabile",

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doi = "10.1109/PS.2018.8751338",

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booktitle = "Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018",

publisher = "Institute of Electrical and Electronics Engineers",

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note = "2018 International Conference on Photonics in Switching and Computing, PSC 2018, PSC 2018 ; Conference date: 19-09-2018 Through 21-09-2018",

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Shi, B , Calabretta, N, Bunandar, D, Englund, D & Stabile, R 2018, WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks. in K Manousakis, S Iezekiel, I Tomkos, G Ellinas & K Utaka (eds), Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018., 8751338, Institute of Electrical and Electronics Engineers, Piscataway, 2018 International Conference on Photonics in Switching and Computing, PSC 2018, Limassol, Cyprus, 19/09/18. https://doi.org/10.1109/PS.2018.8751338

WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks. / Shi, Bin ; Calabretta, Nicola; Bunandar, D. et al.
Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018. ed. / Konstantinos Manousakis; Stavros Iezekiel; Ioannis Tomkos; Georgios Ellinas; Katsuyuki Utaka. Piscataway: Institute of Electrical and Electronics Engineers, 2018. 8751338.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Calabretta, Nicola

AU - Bunandar, D.

AU - Englund, D.

AU - Stabile, Ripalta

PY - 2018/9/1

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N2 - We demonstrate high fidelity weighted addition of four 10 Gb/s on-off keyed data channels on a SOA-based monolithically integrated cross-connect, with a reading error dispersion below 0.2 with respect to the target. These results open the route to feasible 8x8 one-layer neuron interconnectivity for photonic integrated deep neural networks.

AB - We demonstrate high fidelity weighted addition of four 10 Gb/s on-off keyed data channels on a SOA-based monolithically integrated cross-connect, with a reading error dispersion below 0.2 with respect to the target. These results open the route to feasible 8x8 one-layer neuron interconnectivity for photonic integrated deep neural networks.

KW - neuromorphic computing

KW - optical cross-connect

KW - photonic integrated circuit

KW - SOA

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DO - 10.1109/PS.2018.8751338

M3 - Conference contribution

BT - Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018

A2 - Manousakis, Konstantinos

A2 - Iezekiel, Stavros

A2 - Tomkos, Ioannis

A2 - Ellinas, Georgios

A2 - Utaka, Katsuyuki

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ER -

Shi B , Calabretta N, Bunandar D, Englund D, Stabile R. WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks. In Manousakis K, Iezekiel S, Tomkos I, Ellinas G, Utaka K, editors, Proceedings of the 2018 Photonics in Switching and Computing, PSC 2018. Piscataway: Institute of Electrical and Electronics Engineers. 2018. 8751338 doi: 10.1109/PS.2018.8751338

WDM weighted sum in an 8x8 SOA-based InP cross-connect for photonic deep neural networks

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