593 citations · 5.2k across the 141 of their papers we have counts for
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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…