ir. Chonghuai Ma

Reservoir computing with optical weights

Stijn Sackesyn (UGent) , Sarah Masaad (UGent) , Chonghuai Ma (UGent) and Peter Bienstman (UGent)

(2022) European Conference on Optical Communication : workshop on Photonic and Electronic Cointegration Solutions (WS13), Abstracts.

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Conference Paper
C3
open access

Coherent optical computing in silicon photonics

Peter Bienstman (UGent) , Alessio Lugnan (UGent) , Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Sarah Masaad (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Robbe De Prins (UGent)

(2022) CNC 2022, Coherent Network Computing, Abstracts.

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Journal Article
A1
open access

Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel Gooskens (UGent) , Floris Laporte, Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2022) OPTICS EXPRESS. 30(9). p.15634-15647

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Photonic neuromorphic computing using silicon chips

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) bePOM - Belgian Photonics Online Meetup, Abstracts.

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Book Chapter

Computing with integrated photonic reservoirs

Joni Dambre (UGent) , Andrew Katumba (UGent) , Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Floris Laporte, Matthias Freiberger (UGent) and Peter Bienstman (UGent)

(2021) Reservoir computing : theory, physical implementations, and applications. In Natural Computing Series p.397-419

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Journal Article
A1
open access

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Chonghuai Ma (UGent) , Joris Lambrecht (UGent) , Floris Laporte, Xin Yin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).

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Photonic reservoir computing for high-speed neuromorphic computing applications

Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) , Sarah Masaad (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) 2021 Summer Topicals Meetings Series, Abstracts.

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Experimental demonstration of nonlinear fibre distortion compensation with integrated photonic reservoir computing

Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) 2021 European Conference on Optical Communication (ECOC).

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Reservoir computing for high-speed photonic information processing (invited)

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) Photonics in Switching and Computing, Abstracts.

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Photonic neuromorphic computing using silicon chips

Peter Bienstman (UGent) , Joni Dambre (UGent) , Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Emmanuel Gooskens (UGent) , Muhammed Gouda Ahmed Gouda (UGent) and Sarah Masaad (UGent)

(2021) Huawei STW, Abstracts.

Academic Bibliography

ir. Chonghuai Ma

Reservoir computing with optical weights

Coherent optical computing in silicon photonics

Wavelength dimension in waveguide-based photonic reservoir computing

Photonic neuromorphic computing using silicon chips

Computing with integrated photonic reservoirs

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Photonic reservoir computing for high-speed neuromorphic computing applications

Experimental demonstration of nonlinear fibre distortion compensation with integrated photonic reservoir computing

Reservoir computing for high-speed photonic information processing (invited)

Photonic neuromorphic computing using silicon chips

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