Research Explorer

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Project

Photonic Ising Machines

Outputs and Outcomes

Publications

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