Prospects and applications of photonic neural networks

C Huang, VJ Sorger, M Miscuglio… - … in Physics: X, 2022 - Taylor & Francis
Neural networks have enabled applications in artificial intelligence through machine
learning, and neuromorphic computing. Software implementations of neural networks on …

Scaling up silicon photonic-based accelerators: Challenges and opportunities

MA Al-Qadasi, L Chrostowski, BJ Shastri, S Shekhar - APL Photonics, 2022 - pubs.aip.org
Digital accelerators in the latest generation of complementary metal–oxide–semiconductor
processes support, multiply, and accumulate (MAC) operations at energy efficiencies …

An integrated CMOS–silicon photonics transmitter with a 112 gigabaud transmission and picojoule per bit energy efficiency

K Li, DJ Thomson, S Liu, W Zhang, W Cao… - Nature …, 2023 - nature.com
The widening application of advanced digital infrastructure requires the development of
communications technologies with increased data transmission rates. However, ensuring …

Polymer modulators in silicon photonics: review and projections

I Taghavi, M Moridsadat, A Tofini, S Raza… - …, 2022 - degruyter.com
Optical modulators are vital for many applications, including telecommunication, data
communication, optical computing, and microwave photonic links. A compact modulator with …

Silicon photonic circuit design using rapid prototyping foundry process design kits

L Chrostowski, H Shoman, M Hammood… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
A successful design, fabrication and test of silicon photonic circuits requires design tools,
process design kits (PDKs), foundries for fabrication, and test facilities. This paper describes …

Exploring Types of Photonic Neural Networks for Imaging and Computing—A Review

SN Khonina, NL Kazanskiy, RV Skidanov, MA Butt - Nanomaterials, 2024 - mdpi.com
Photonic neural networks (PNNs), utilizing light-based technologies, show immense
potential in artificial intelligence (AI) and computing. Compared to traditional electronic …

A dual-polarization silicon-photonic coherent transmitter supporting 552 Gb/s/wavelength

AH Ahmed, A El Moznine, D Lim, Y Ma… - IEEE Journal of Solid …, 2020 - ieeexplore.ieee.org
Coherent optical links improve spectral efficiency over their intensity-modulation direct-
detect (IM-DD) counterparts using advanced modulation schemes such as quadrature …

300-Gbps optical interconnection using neural-network based silicon microring modulator

F Hu, Y Zhang, H Zhang, Z Li, S Xing, J Shi… - Communications …, 2023 - nature.com
Silicon microring modulators (Si-MRM) are critical components for high-performance electro-
optical (EO) signal conversion at optical interconnections due to their ultrawide bandwidth …

Compact wavelength-and bandwidth-tunable microring modulator

H Shoman, H Jayatilleka, AHK Park, A Mistry… - Optics express, 2019 - opg.optica.org
Fabrication errors currently hold back the large-scale adoption of silicon micro-ring
modulators (MRMs). The ability to correct their spectral features post-fabrication is required …

[PDF][PDF] 光电智能计算研究进展与挑战

成骏伟, 江雪怡, 周海龙, 董建绩 - Chinese Journal of Lasers, 2022 - researching.cn
摘要随着人工智能技术的高速发展, 全球的计算量急剧增长, 需要以快速, 高效的方式处理海量
数据, 这对计算硬件的算力和能效提出了较高的要求. 受限于电子器件的固有极限和冯 …