compressed sensing 1photonic hardware 1reservoir computing 1sub-nyquist sampling 1waveform reconstruction 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.ET2026
Physical Reservoir Signal Acquisition for Sub-Nyquist Waveform Reconstruction
Yuito Ito, Anas Skalli, Tetsuya Asai +1
The paper proposes reservoir signal acquisition, using a physical reservoir as a measurement device to transform broadband signals into multiple low‑rate samples, enabling exact or…
cs.LG2025
Model-free front-to-end training of a large high performance laser neural network
Anas Skalli, Satoshi Sunada, Mirko Goldmann +5
Artificial neural networks (ANNs), have become ubiquitous and revolutionized many applications ranging from computer vision to medical diagnoses. However, they offer a fundamentall…
cs.ET2025
Roadmap on Neuromorphic Photonics
Daniel Brunner, Bhavin J. Shastri, Mohammed A. Al Qadasi +147
This roadmap consolidates recent advances while exploring emerging applications, reflecting the remarkable diversity of hardware platforms, neuromorphic concepts, and implementatio…