Research Explorer

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Project

PROgraMmable integrated photonic nEuromorphic and quanTum networks for High-speed imaging, communications and sEcUrity applicationS

Outputs & Impact

Publications & research data ( 9 )

How to deal with external fields in Ising machines that use analog spins

Robbe De PrinsJacob LamersGuy Van der SandeGuy VerschaffeltPeter BienstmanThomas Van Vaerenbergh

Photonic Reservoir Equalization in Coherent Transmission Systems

Sarah MasaadStijn SackesynStylianos SygletosPeter Bienstman

Incorporating external fields in analog Ising machines

Robbe De PrinsJacob LamersPeter BienstmanGuy Van der SandeGuy VerschaffeltThomas Van Vaerenbergh

A1 Journal Article in COMMUNICATIONS PHYSICS

Reservoir computing for equalization in a self-coherent receiver scheme

Aimen ZelaciSarah MasaadPeter Bienstman

A1 Journal Article in OPTICS EXPRESS

Experimental demonstration of 4-port photonic reservoir computing for equalization of 4 and 16 QAM signals

Sarah MasaadStijn SackesynStylianos SygletosPeter Bienstman

A1 Journal Article in JOURNAL OF LIGHTWAVE TECHNOLOGY

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

Sarah MasaadPeter Bienstman

A1 Journal Article in OPTICS EXPRESS

A recurrent Gaussian quantum network for online processing of quantum time series

Robbe De PrinsGuy Van der SandePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

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

Activities ( 0 )

Results

Impact narratives ( 0 )

Patents ( 0 )