Research Explorer

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Project

NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS

Outputs and Outcomes

Publications

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

Large-scale neural network in passive silicon photonics for biologically plausible learning.

Alessio LugnanAlessandro ForadoriStefano BiasiPeter BienstmanLorenzo Pavesi

On-chip photonic neural network for multi-wavelength time-dependent signal processing

Alessio LugnanAlessandro ForadoriSeppe BiasinoPeter BienstmanL. Pavesi

Emerging opportunities and challenges for the future of reservoir computing

Min YanCan HuangPeter BienstmanPeter TinoWei LinJie Sun

A1 Journal Article in NATURE COMMUNICATIONS