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Analog Optical Computing for Artificial Intelligence Review
Jiamin Wu,Xing Lin,Yuchen Guo,Junwei Liu,Lu Fang,Shuming Jiao,Qionghai Dai,
Engineering 2022, Volume 10, Issue 3, Pages 133-145 doi: 10.1016/j.eng.2021.06.021
The rapid development of artificial intelligence (AI) facilitates various applications from all areas but also poses great challenges in its hardware implementation in terms of speed and energy because of the explosive growth of data. Optical computing provides a distinctive perspective to address this bottleneck by harnessing the unique properties of photons including broad bandwidth, low latency, and high energy efficiency. In this review, we introduce the latest developments of optical computing for different AI models, including feedforward neural networks, reservoir computing, and spiking neural networks (SNNs). Recent progress in integrated photonic devices, combined with the rise of AI, provides a great opportunity for the renaissance of optical computing in practical applications. This effort requires multidisciplinary efforts from a broad community. This review provides an overview of the state-of-the-art accomplishments in recent years, discusses the availability of current technologies, and points out various remaining challenges in different aspects to push the frontier. We anticipate that the era of large-scale integrated photonics processors will soon arrive for practical AI applications in the form of hybrid optoelectronic frameworks.
Keywords: Artificial intelligence Optical computing Opto-electronic framework Neural network Neuromorphic computing
Technology and application of Chinese electronic detonator
Yan Jinglong
Strategic Study of CAE 2015, Volume 17, Issue 1, Pages 36-41
Keywords: electronic detonator; digital electronic detonator; digital detonator
Recycling Materials from Waste Electrical and Electronic Equipment
Jinhui Li
Frontiers of Environmental Science & Engineering 2017, Volume 11, Issue 5, doi: 10.1007/s11783-017-1001-z
Information and Electronic Engineering Front 2021
Information and Electronic Engineering Project Team
Engineering Fronts 2021, Volume 5, Issue 1, Pages 31-58
Human power-based energy harvesting strategies for mobile electronic devices
Dewei JIA, Jing LIU
Frontiers in Energy 2009, Volume 3, Issue 1, Pages 27-46 doi: 10.1007/s11708-009-0002-4
Keywords: mobile electronic device human power energy harvesting micro/miniaturized generator battery green energy
Integrated energy storage system based on triboelectric nanogenerator in electronic devices
Xiao Feng, Yang Zhang, Le Kang, Licheng Wang, Chongxiong Duan, Kai Yin, Jinbo Pang, Kai Wang
Frontiers of Chemical Science and Engineering 2021, Volume 15, Issue 2, Pages 238-250 doi: 10.1007/s11705-020-1956-3
Keywords: electronic devices triboelectric nanogenerator mechanical energy self-powered system
Electronic and mechanical responses of two-dimensional HfS
Mohammad SALAVATI
Frontiers of Structural and Civil Engineering 2019, Volume 13, Issue 2, Pages 486-494 doi: 10.1007/s11709-018-0491-5
Keywords: 2D materials mechanical electronic DFT
Jian Li, Zhen Wang, Bao Jiang
Frontiers of Environmental Science & Engineering 2017, Volume 11, Issue 5, doi: 10.1007/s11783-017-0999-2
Keywords: Waste electrical and electronic equipment (WEEE) Reverse supply chains Recycle quantity Social benefit
Man ZHANG,Feng HE,Dongye ZHAO
Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 5, Pages 888-896 doi: 10.1007/s11783-015-0774-1
Keywords: catalytic hydrodechlorination electronic structure metal nanoparticles reaction mechanisms
Strategic Thinking on the Development of Electronic Ceramic Technology in China
Zhou Ji, Li Longtu, Xiong Xiaoyu
Strategic Study of CAE 2020, Volume 22, Issue 5, Pages 20-27 doi: 10.15302/J-SSCAE-2020.05.003
Electronic ceramics are a type of new materials of strategic significanceThey are the core materials of passive electronic components and an important technology frontier inthe electronic information technology field.As the electronic information technology develops toward integration, intelligence, and miniaturization, passive electronic components have become a bottleneck restraining the development of electronic component
Keywords: electronic ceramics,passive electronic components,high-end materials
Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 3, Pages 276-287 doi: 10.1007/s11705-022-2242-3
Keywords: oxidative desulfurization boron nitride vanadium MXene intercalation confinement
Information & Electronic Engineering Front 2017
Information & Electronic Engineering Project Team
Engineering Fronts 2017, Volume 1, Issue 1, Pages 35-60
Information and Electronic Engineering Front 2019
Information and Electronic Engineering Project Team
Engineering Fronts 2019, Volume 3, Issue 1, Pages 29-50
Information and Electronic Engineering Front 2023
Information and Electronic Engineering Project Team
Engineering Fronts 2023, Volume 7, Issue 1, Pages 35-66
Information & Electronic Engineering Front 2018
Information & Electronic Engineering Project Team
Engineering Fronts 2018, Volume 2, Issue 1, Pages 27-54
Title Author Date Type Operation
Analog Optical Computing for Artificial Intelligence
Jiamin Wu,Xing Lin,Yuchen Guo,Junwei Liu,Lu Fang,Shuming Jiao,Qionghai Dai,
Journal Article
Information and Electronic Engineering Front 2021
Information and Electronic Engineering Project Team
Journal Article
Human power-based energy harvesting strategies for mobile electronic devices
Dewei JIA, Jing LIU
Journal Article
Integrated energy storage system based on triboelectric nanogenerator in electronic devices
Xiao Feng, Yang Zhang, Le Kang, Licheng Wang, Chongxiong Duan, Kai Yin, Jinbo Pang, Kai Wang
Journal Article
social profit of cooperative models in three-echelon reverse supply chain for waste electrical and electronic
Jian Li, Zhen Wang, Bao Jiang
Journal Article
Catalytic activity of noble metal nanoparticles toward hydrodechlorination: influence of catalyst electronic
Man ZHANG,Feng HE,Dongye ZHAO
Journal Article
Strategic Thinking on the Development of Electronic Ceramic Technology in China
Zhou Ji, Li Longtu, Xiong Xiaoyu
Journal Article
Engineering the electronic and geometric structure of VO/BN@TiO heterostructure for efficient aerobic
Journal Article
Information & Electronic Engineering Front 2017
Information & Electronic Engineering Project Team
Journal Article
Information and Electronic Engineering Front 2019
Information and Electronic Engineering Project Team
Journal Article
Information and Electronic Engineering Front 2023
Information and Electronic Engineering Project Team
Journal Article