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 …
learning, and neuromorphic computing. Software implementations of neural networks on …
Scaling up silicon photonic-based accelerators: Challenges and opportunities
Digital accelerators in the latest generation of complementary metal–oxide–semiconductor
processes support, multiply, and accumulate (MAC) operations at energy efficiencies …
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
The widening application of advanced digital infrastructure requires the development of
communications technologies with increased data transmission rates. However, ensuring …
communications technologies with increased data transmission rates. However, ensuring …
Polymer modulators in silicon photonics: review and projections
Optical modulators are vital for many applications, including telecommunication, data
communication, optical computing, and microwave photonic links. A compact modulator with …
communication, optical computing, and microwave photonic links. A compact modulator with …
Silicon photonic circuit design using rapid prototyping foundry process design kits
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 …
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
Photonic neural networks (PNNs), utilizing light-based technologies, show immense
potential in artificial intelligence (AI) and computing. Compared to traditional electronic …
potential in artificial intelligence (AI) and computing. Compared to traditional electronic …
A dual-polarization silicon-photonic coherent transmitter supporting 552 Gb/s/wavelength
Coherent optical links improve spectral efficiency over their intensity-modulation direct-
detect (IM-DD) counterparts using advanced modulation schemes such as quadrature …
detect (IM-DD) counterparts using advanced modulation schemes such as quadrature …
300-Gbps optical interconnection using neural-network based silicon microring modulator
Silicon microring modulators (Si-MRM) are critical components for high-performance electro-
optical (EO) signal conversion at optical interconnections due to their ultrawide bandwidth …
optical (EO) signal conversion at optical interconnections due to their ultrawide bandwidth …
Compact wavelength-and bandwidth-tunable microring modulator
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 …
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 …
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 …