363 citations · 989 across the 28 of their papers we have counts for
4 papers · 1 filter
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…
Large-scale photonic natural language processing
Carlo Michele Valensise, Ivana Grecco, Davide Pierangeli +1
Modern machine learning applications require huge artificial networks demanding in computational power and memory. Light-based platforms promise ultra-fast and energy-efficient har…
All-optical scalable spatial coherent Ising machine
Marcello Calvanese Strinati, Davide Pierangeli, Claudio Conti
Networks of optical oscillators simulating coupled Ising spins have been recently proposed as a heuristic platform to solve hard optimization problems. These networks, called coher…
Photonic extreme learning machine by free-space optical propagation
Davide Pierangeli, Giulia Marcucci, Claudio Conti
Photonic brain-inspired platforms are emerging as novel analog computing devices, enabling fast and energy-efficient operations for machine learning. These artificial neural networ…