Analysis of Integration Technologies for High-Speed Analog Neuromorphic Photonics

L De Marinis, N Andriolli… - IEEE Journal of Selected …, 2023 - ieeexplore.ieee.org
While the use of graphic processing units fueled the success of artificial intelligence models,
their future evolution will likely require overcoming the speed and energy efficiency …

Visible Photonics in Thin-Film Lithium Niobate and Transition Metal Dichalcogenides for Classical and Quantum Information Applications

DL Renaud - 2024 - search.proquest.com
Visible to near infrared (VNIR) light is used in domains ranging from short reach
interconnects to interstellar spectroscopy. Despite the widespread use of these wavelengths …

[PDF][PDF] Analysis of Integration Technologies for High-Speed Analog Neuromorphic Photonics

G Contestabile - iris.sssup.it
While the use of graphic processing units fueled the success of artificial intelligence models,
their future evolution will likely require overcoming the speed and energy efficiency …

[PDF][PDF] Enhancing Neuromorphic Photonic Hardware Performance through Neural Architecture Search

E Paolini, N Andriolli, M Cococcioni - researchgate.net
Current neuromorphic photonic neural networks cannot achieve the performance of
electronic neural networks due to the presence of physical constraints, such as noise and …