A survey on optical phase-change memory: The promise and challenges
Silicon photonics (SiPh) technology has facilitated the deployment of integrated photonics
across different application domains, from ultra-fast communication in Datacom applications …
across different application domains, from ultra-fast communication in Datacom applications …
Analysis of optical loss and crosstalk noise in mzi-based coherent photonic neural networks
With the continuous increase in the size and complexity of machine learning models, the
need for specialized hardware to efficiently run such models is rapidly growing. To address …
need for specialized hardware to efficiently run such models is rapidly growing. To address …
Design space exploration for PCM-based photonic memory
A Shafiee, B Charbonnier, S Pasricha… - Proceedings of the Great …, 2023 - dl.acm.org
The integration of silicon photonics (SiPh) and phase change materials (PCMs) has created
a unique opportunity to realize adaptable and reconfigurable photonic systems. In particular …
a unique opportunity to realize adaptable and reconfigurable photonic systems. In particular …
Design of a Reconfigurable Activation Function for All-Optical Neural Networks
O Destras, S Le Beux, FG de Magalhaes… - 2024 22nd IEEE …, 2024 - ieeexplore.ieee.org
Photonic integrated circuits present a promising avenue for the integration of Deep Neural
Networks (DNNs), offering solutions to the speed and power consumption constraints …
Networks (DNNs), offering solutions to the speed and power consumption constraints …
[PDF][PDF] Analysis of Loss and Crosstalk Noise in MZI-based Coherent Silicon Photonic Neural Networks
With the continuous increase in the size and complexity of machine learning models, the
need for specialized hardware to efficiently run such models is rapidly growing. To address …
need for specialized hardware to efficiently run such models is rapidly growing. To address …