Research Explorer

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Project

Photonic Ising Machines

Outputs & Impact

Publications & research data ( 12 )

Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning

Alessio LugnanSamarth AggarwalFrank Brueckerhoff-PlueckelmannC. David WrightWolfram H. P. PerniceHarish BhaskaranPeter Bienstman

A1 Journal Article in ADVANCED SCIENCE

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

Enhancing the performance of coherent Ising machines in the large-noise regime with a fifth-order nonlinearity

Ruqi ShiFabian BoehmThomas van VaerenberghPeter Bienstman

A1 Journal Article in OPTICS EXPRESS

A photonics perspective on computing with physical substrates

S. AbreuI. BoikovM. GoldmannT. JonuziA. LupoSarah MasaadL. NguyenE. PiccoG. PourcelA. Skalli et al.

A2 Journal Article in REVIEWS IN PHYSICS

Combining a passive spatial photonic reservoir computer with a semiconductor laser increases its nonlinear computational capacity

Ian BauwensKrishan HarkhoeEmmanuel GooskensPeter BienstmanGuy VerschaffeltGuy Van der Sande

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

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

A quadratic speedup in the optimization of noisy quantum optical circuits

Robbe De PrinsYuan YaoAnuj ApteFilippo M. Miatto

A1 Journal Article in QUANTUM

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

Transfer learning for photonic delay-based reservoir computing to compensate parameter drift

Ian BauwensKrishan HarkhoePeter BienstmanGuy VerschaffeltGuy Van der Sande

A1 Journal Article in NANOPHOTONICS

Using photonic reservoirs as preprocessors for deep neural networks

Ian BauwensGuy van der SandePeter BienstmanGuy Verschaffelt

A1 Journal Article in FRONTIERS IN PHYSICS

Activities ( 0 )

Results

Impact narratives ( 0 )

Patents ( 0 )