Chonghuai Ma

Conference Paper
open access

Optical computing in silicon photonics: self-adapting ring networks and quantum recurrent neural networks

Peter Bienstman (UGent) , Alessio Lugnan (UGent) , S. Aggarwal, F. Bruckerhoff-Pluckelmann, W. H. P. Pernice, H. Bhaskaran, Chonghuai Ma, Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Sarah Masaad (UGent) , et al.

(2023) International conference on neuromorphic, natural and physical computing. p.1-2

Add to list

Journal Article
A1
open access

Integrated photonic reservoir computing with an all-optical readout

Chonghuai Ma, Joris Van Kerrebrouck (UGent) , Hong Deng (UGent) , Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Bing Bai, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2023) OPTICS EXPRESS. 31(21). p.34843-34854

Add to list

Reservoir computing with optical weights

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

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

Add to list

Conference Paper
C3
open access

Coherent optical computing in silicon photonics

Peter Bienstman (UGent) , Alessio Lugnan (UGent) , Chonghuai Ma, 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.

Add to list

Journal Article
A1
open access

Wavelength dimension in waveguide-based photonic reservoir computing

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

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

Add to list

Photonic neuromorphic computing using silicon chips

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

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

Add to list

Book Chapter

Computing with integrated photonic reservoirs

Joni Dambre (UGent) , Andrew Katumba (UGent) , Chonghuai Ma, 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

Add to list

Journal Article
A1
open access

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

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

(2021) SCIENTIFIC REPORTS. 11(1).

Add to list

Photonic reservoir computing for high-speed neuromorphic computing applications

Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma, 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.

Add to list

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

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

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

Academic Bibliography

Chonghuai Ma

Optical computing in silicon photonics: self-adapting ring networks and quantum recurrent neural networks

Integrated photonic reservoir computing with an all-optical readout

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

Contents

Support

Contact