59 citations · 111 across the 5 of their papers we have counts for
5 papers
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…
A Microring as a Reservoir Computing Node: Memory/Nonlinear Tasks and Effect of Input Non-ideality
Davide Bazzanella, Stefano Biasi, Mattia Mancinelli +1
The nonlinear response of an optical microresonator is used in a time multiplexed reservoir computing neural network. Within a virtual node approach combined with an offline traini…
A photonic complex perceptron for ultrafast data processing
Mattia Mancinelli, Davide Bazzanella, Paolo Bettotti +1
In photonic neural network a key building block is the perceptron. Here, we describe and demonstrate a complex-valued photonic perceptron that combines time and space multiplexing…
PRECISE Photonic hybRid EleCtromagnetIc SolvEr
Davide Bazzanella, Mattia Mancinelli, Massimo Borghi +2
The Photonic hybRid EleCtromagnetic SolvEr (PRECISE) is a Matlab based library to model large and complex photonics integrated circuits. Each circuit is modularly described in term…
On the modeling of thermal and free carrier nonlinearities in Silicon On Insulator microring resonators
Massimo Borghi, Davide Bazzanella, Mattia Mancinelli +1
The temporal dynamics of integrated silicon resonators has been modeled using a set of equations coupling the internal energy, the temperature and the free carrier population. Owin…