Research Explorer

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Researcher

Chonghuai Ma

Awards & Distinctions

24 Results

2023

Integrated photonic reservoir computing with an all-optical readout

Chonghuai MaJoris Van KerrebrouckHong DengStijn SackesynEmmanuel GooskensBing BaiJoni DambrePeter Bienstman

A1 Journal Article in OPTICS EXPRESS

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

Peter BienstmanAlessio LugnanS. AggarwalF. Bruckerhoff-PluckelmannW. H. P. PerniceH. BhaskaranChonghuai MaStijn SackesynEmmanuel GooskensSarah Masaad et al.

2022

Coherent optical computing in silicon photonics

Peter BienstmanAlessio LugnanChonghuai MaStijn SackesynEmmanuel GooskensSarah MasaadMuhammed Gouda Ahmed GoudaRobbe De Prins

Reservoir computing with optical weights

Stijn SackesynSarah MasaadChonghuai MaPeter Bienstman

Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel GooskensFloris LaporteChonghuai MaStijn SackesynJoni DambrePeter Bienstman

A1 Journal Article in OPTICS EXPRESS

2021

Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Chonghuai MaFloris LaporteJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Chonghuai MaJoris LambrechtFloris LaporteXin YinJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

Computing with integrated photonic reservoirs

Joni DambreAndrew KatumbaChonghuai MaStijn SackesynFloris LaporteMatthias FreibergerPeter Bienstman

Bookchapter in Reservoir computing : theory, physical implementations, and applications

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

Stijn SackesynChonghuai MaJoni DambrePeter Bienstman

Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Stijn SackesynChonghuai MaJoni DambrePeter Bienstman

A1 Journal Article in OPTICS EXPRESS

Photonic neuromorphic computing using silicon chips

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

Photonic neuromorphic computing using silicon chips

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

Photonic reservoir computing for high-speed neuromorphic computing applications

Alessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah MasaadJoni DambrePeter Bienstman

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

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

Silicon photonics for brain-inspired neuromorphic information processing

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

2020

Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

Matthias FreibergerStijn SackesynChonghuai MaAndrew KatumbaPeter BienstmanJoni Dambre

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Photonic reservoir computing

Floris LaporteAndrew KatumbaMatthias FreibergerChonghuai MaStijn SackesynEmmanuel GooskensAlessio LugnanJoni DambrePeter Bienstman

2019

A power-efficient architecture for on-chip reservoir computing

Stijn SackesynChonghuai MaAndrew KatumbaJoni DambrePeter Bienstman

All-optical readout for integrated photonic reservoir computing

Chonghuai MaStijn SackesynJoni DambrePeter Bienstman

Neuromorphic information processing using silicon photonics

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai Ma

Non-linear signal equalisation using silicon photonic reservoir computing

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai MaEmmanuel Gooskens

Silicon photonics reservoir computing at 32 Gbit/s

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai MaEmmanuel Gooskens

2018

An enhanced architecture for silicon photonic reservoir computing

Stijn SackesynChonghuai MaJoni DambrePeter Bienstman

Neuromorphic computing based on silicon photonics and reservoir computing

Andrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai MaJoni DambrePeter Bienstman

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS