A survey on silicon photonics for deep learning

FP Sunny, E Taheri, M Nikdast, S Pasricha - ACM Journal of Emerging …, 2021 - dl.acm.org
Deep learning has led to unprecedented successes in solving some very difficult problems
in domains such as computer vision, natural language processing, and general pattern …

Deep neural network through an InP SOA-based photonic integrated cross-connect

B Shi, N Calabretta, R Stabile - IEEE Journal of Selected Topics …, 2019 - ieeexplore.ieee.org
Photonic neuromorphic computing is raising a growing interest as it promises to provide
massive parallelism and low power consumption. In this paper, we demonstrate for the first …

Photonic neural networks: A survey

L De Marinis, M Cococcioni, P Castoldi… - Ieee …, 2019 - ieeexplore.ieee.org
Photonic solutions are today a mature industrial reality concerning high speed, high
throughput data communication and switching infrastructures. It is still a matter of …

First demonstration of a two-layer all-optical neural network by using photonic integrated chips and SOAs

B Shi, N Calabretta, R Stabile - 45th European Conference on …, 2019 - ieeexplore.ieee.org
We demonstrate the first all-optical feed-forward neural networks constituted by two full
photonic layers of neurons based on SOAs with Broadcast and Weighting protocol. The …

[PDF][PDF] PERFORMANCE EVALUATION OF A MULTI-HOP WDM NETWORK WITH OXC ARCHITECTURE

M HAQUE - 2021 - dspace.mist.ac.bd
The combined effect of crosstalk and noise on Bit Error Rate (BER) of a multi-hop
Wavelength Division Multiplexing (WDM) transmission system with Limited Wavelength …

Performance evaluation of a multihop WDM network with share-per-node L-WIXC architecture

M Haque, SP Majumder - Journal of Optical Communications, 2024 - degruyter.com
This paper investigates the impact of coherent and incoherent crosstalks on bit error rate of a
multihop wavelength division multiplexing (WDM) transmission system with limited …

Analysis of Crosstalk and Noise Limitation in a WDM Network with MWSF Based Limited Wavelength Interchange Optical Cross Connect

M Haque, SP Majumder - 2020 IEEE 3rd International …, 2020 - ieeexplore.ieee.org
This paper investigates the combined effect of crosstalk and noise on Bit Error Rate (BER) of
a multi-hop Wavelength Division Multiplexing (WDM) transmission network with limited …