Integrated photonic neural networks: Opportunities and challenges
Photonic neural networks benefit from the use of photons to perform intelligent inference
computing with ultrafast and ultralow energy consumption in ultra-high-throughput, providing …
computing with ultrafast and ultralow energy consumption in ultra-high-throughput, providing …
Neuromorphic Photonics Circuits: Contemporary Review
Neuromorphic photonics is a cutting-edge fusion of neuroscience-inspired computing and
photonics technology to overcome the constraints of conventional computing architectures …
photonics technology to overcome the constraints of conventional computing architectures …
[PDF][PDF] 片上集成光学神经网络综述(特邀)
符庭钊, 孙润, 黄禹尧, 张检发, 杨四刚, 朱志宏… - 中国激光, 2024 - researching.cn
摘要光学神经网络是区别于冯· 诺依曼计算架构的一种高性能新型计算范式, 具有低延时,
低功耗, 大带宽以及并行信号处理等优势. 片上集成是光学神经网络微型化发展的一种典型方式 …
低功耗, 大带宽以及并行信号处理等优势. 片上集成是光学神经网络微型化发展的一种典型方式 …
Ultracompact and multifunctional integrated photonic platform
Realizing a multifunctional integrated photonic platform is one of the goals for future optical
information processing, which usually requires large size to realize due to multiple …
information processing, which usually requires large size to realize due to multiple …
Advanced all-optical classification using orbital-angular-momentum-encoded diffractive networks
K Zhang, K Liao, H Cheng, S Feng… - Advanced Photonics …, 2023 - spiedigitallibrary.org
As a successful case of combining deep learning with photonics, the research on optical
machine learning has recently undergone rapid development. Among various optical …
machine learning has recently undergone rapid development. Among various optical …
Graphene/silicon heterojunction for reconfigurable phase-relevant activation function in coherent optical neural networks
Optical neural networks (ONNs) herald a new era in information and communication
technologies and have implemented various intelligent applications. In an ONN, the …
technologies and have implemented various intelligent applications. In an ONN, the …
Pixelated non-volatile programmable photonic integrated circuits with 20-level intermediate states
Multi-level programmable photonic integrated circuits (PICs) and optical metasurfaces have
gained widespread attention in many fields, such as neuromorphic photonics, optical …
gained widespread attention in many fields, such as neuromorphic photonics, optical …
On-chip wavefront shaping in spacing-varied waveguide arrays
The ability to manipulate light propagation sets the foundations for optical communication
and information processing systems. With the ever-growing data capacity and data rate …
and information processing systems. With the ever-growing data capacity and data rate …
The Goldilocks principle of learning unitaries by interlacing fixed operators with programmable phase shifters on a photonic chip
Programmable photonic integrated circuits represent an emerging technology that
amalgamates photonics and electronics, paving the way for light-based information …
amalgamates photonics and electronics, paving the way for light-based information …
Tunable nanophotonics
Most optical elements–be it refractive lenses, optical coatings, or glass fibers–have their
attributes fully defined once they are fabricated. Moving or swapping bulky parts often …
attributes fully defined once they are fabricated. Moving or swapping bulky parts often …