69 citations · 734 across the 32 of their papers we have counts for
32 papers
Photonic neural networks based on integrated silicon microresonators
Stefano Biasi, Giovanni Donati, Alessio Lugnan +3
The recent progress of artificial intelligence (AI) has boosted the computational possibilities in fields where standard computers are not able to perform. The AI paradigm is to em…
Do different kinds of photon-pair sources have the same indistinguishability in quantum silicon photonics?
Jong-Moo Lee, Alessio Baldazzi, Matteo Sanna +5
In the same silicon photonic integrated circuit, we compare two types of integrated degenerate photon-pair sources (microring resonators or waveguides) by means of Hong-Ou-Mandel (…
An array of microresonators as a Photonic Extreme Learning Machine
Stefano Biasi, Riccardo Franchi, Lorenzo Cerini +1
Machine learning technologies have found fertile ground in optics due to its promising features based on speed and parallelism. Feed-forward neural networks are one of the most wid…
Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network
Emiliano Staffoli, Davide Bazzanella, Stefano Biasi +4
Nowadays, Information Photonics is extensively studied and sees applications in many fields. The interest in this breakthrough technology is mainly stimulated by the possibility of…
The infinity-loop microresonator: A new integrated photonic structure working on an exceptional surface
Riccardo Franchi, Stefano Biasi, Diego Piciocchi +1
Exceptional points, where eigenvalues and eigenvectors coalesce, impact the behavior of different photonics components that show, e.g., enhanced sensing, coherent perfect absorptio…
Equalization of a 10 Gbps IMDD signal by a small silicon photonics time delayed neural network
Emiliano Staffoli, Mattia Mancinelli, Paolo Bettotti +1
A small 4-channels time-delayed complex perceptron is used as a silicon photonics neural network (NN) device to compensate for chromatic dispersion in optical fiber links. The NN d…