Nicola Calabretta
3 papers in the PaperMetrix corpus
Papers by this author
-
Error analysis of a 3-Layer SOA-based photonic deep neural network for image classification
2019 · TU/e Research Portal
We demonstrate Iris flower classification with a trained 3-layer photonic deep neural network, which is implemented by a monolithically integrated SOA-based InP cross-connect chip, achieving a final accuracy of 85.8%. An in-depth analysis of the …
-
Large-Scale Photonic Integrated Cross-Connects for Optical Communication and Computation
2020
An 8×8 InP cross-connect chip for optical switching within ROADMs is employed for demonstrating optical feed-forward neural networks for analog data processing. An all-optical approach is also explored for deeper optical neuromorphic computing on chip.
-
Photonic networks with nanoseconds switching and control for distributed machine learning systems
2023
To flexibly accommodate diverse cloud workloads and AI applications, a novel disaggregated DCN architecture based on photonic integrated switches prototype with low latency and high bandwidth to interconnect computing and memory nodes is presented.