Research Explorer

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Project

NEuromorphic Reconfigurable Integrated photonic Circuits as artificial image processor

Outputs and Outcomes

Publications

Opto-electronic machine learning network for Kramers-Kronig receiver linearization

Sarah MasaadPeter Bienstman

A1 Journal Article in OPTICS EXPRESS

Emerging opportunities and challenges for the future of reservoir computing

Min YanCan HuangPeter BienstmanPeter TinoWei LinJie Sun

A1 Journal Article in NATURE COMMUNICATIONS

Surrogate gradient learning in spiking networks trained on event-based cytometry dataset

Muhammed Gouda Ahmed GoudaSteven AbreuPeter Bienstman

A1 Journal Article in OPTICS EXPRESS

Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Muhammed Gouda Ahmed GoudaAlessio LugnanJoni DambreGerd van den BrandenChristoph PoschPeter Bienstman

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

Experimental results on nonlinear distortion compensation using photonic reservoir computing with a single set of weights for different wavelengths

Emmanuel GooskensStijn SackesynJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

Flow cytometry with event-based vision and spiking neuromorphic hardware

Steven AbreuMuhammed Gouda Ahmed GoudaAlessio LugnanPeter Bienstman

High-speed photonic neuromorphic computing using recurrent optical spectrum slicing neural networks

Kostas SozosAdonis BogrisPeter BienstmanGeorge SarantoglouStavros DeligiannidisCharis Mesaritakis

A2 Journal Article in COMMUNICATIONS ENGINEERING

Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel GooskensFloris LaporteChonghuai MaStijn SackesynJoni DambrePeter Bienstman

A1 Journal Article in OPTICS EXPRESS

Photonic reservoir computing for high-speed neuromorphic computing applications

Alessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah MasaadJoni DambrePeter Bienstman