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Project
NEUROmorphic energy-efficient secure accelerators based on Phase change materials aUgmented siLicon photonicS
Information
Project Team
Organisations
Outputs and Outcomes
Publications
Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning
Alessio Lugnan
Samarth Aggarwal
Frank Brueckerhoff-Plueckelmann
C. David Wright
Wolfram H. P. Pernice
Harish Bhaskaran
Peter Bienstman
A1
Journal Article
in
ADVANCED SCIENCE
2025
Large-scale neural network in passive silicon photonics for biologically plausible learning.
Alessio Lugnan
Alessandro Foradori
Stefano Biasi
Peter Bienstman
Lorenzo Pavesi
U
Conference
2024
On-chip photonic neural network for multi-wavelength time-dependent signal processing
Alessio Lugnan
Alessandro Foradori
Seppe Biasino
Peter Bienstman
L. Pavesi
C1
Conference
2024
Emerging opportunities and challenges for the future of reservoir computing
Min Yan
Can Huang
Peter Bienstman
Peter Tino
Wei Lin
Jie Sun
A1
Journal Article
in
NATURE COMMUNICATIONS
2024