Photonic neural networks: A survey
Photonic solutions are today a mature industrial reality concerning high speed, high
throughput data communication and switching infrastructures. It is still a matter of …
throughput data communication and switching infrastructures. It is still a matter of …
Spatially varying nanophotonic neural networks
The explosive growth of computation and energy cost of artificial intelligence has spurred
strong interests in new computing modalities as potential alternatives to conventional …
strong interests in new computing modalities as potential alternatives to conventional …
Integrated photonics for computing and artificial intelligence
In this paper, we review the progress of integrated photonics in both digital computing and
analog neuromorphic computing. We introduce methods to design scalable, area-efficient …
analog neuromorphic computing. We introduce methods to design scalable, area-efficient …
On-chip optical neuromorphic computing
On-Chip Optical Neuromorphic Computing Page 1 FW5D.3.pdf Frontiers in Optics/Laser Science
2016 © OSA 2016 On-Chip Optical Neuromorphic Computing Yichen Shen,1†, Nicholas C …
2016 © OSA 2016 On-Chip Optical Neuromorphic Computing Yichen Shen,1†, Nicholas C …
Active learning on a programmable photonic quantum processor
C Ding, XY Xu, YF Niu, S Zhang… - Quantum Science …, 2023 - iopscience.iop.org
Training a quantum machine learning model generally requires a large labeled dataset,
which incurs high labeling and computational costs. To reduce such costs, a selective …
which incurs high labeling and computational costs. To reduce such costs, a selective …
New advancements, challenges and opportunities of nanophotonics for neuromorphic computing: A state-of-the-art review
R Li, Y Gong, H Huang, Y Zhou, S Mao… - arXiv preprint arXiv …, 2023 - arxiv.org
The expansion of optoelectronic devices on photonic integration platforms has led to
significant growth in the field of photonic computing. Photonic integrated circuits have …
significant growth in the field of photonic computing. Photonic integrated circuits have …
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 …
[引用][C] Physics for neuromorphic computing
D Markovic, A Mizrahi… - Nature …, 2020 - … , 4 CRINAN ST, LONDON, N1 9XW …
Deep neural networks for the evaluation and design of photonic devices
The data-science revolution is poised to transform the way photonic systems are simulated
and designed. Photonic systems are, in many ways, an ideal substrate for machine learning …
and designed. Photonic systems are, in many ways, an ideal substrate for machine learning …
Programmable nanophotonics for computation
As Moore's law and Dennard scaling come to an end, new devices and computing
architectures are being explored. The development of computing hardware designed …
architectures are being explored. The development of computing hardware designed …