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检索条件"任意字段=Neural Network Models for Optical Computing 1988"
827 条 记 录,以下是1-10 订阅
排序:
Quantum optical Convolutional neural network: A Novel Image Recognition Framework for Quantum computing
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IEEE ACCESS 2021年 9卷 103337-103346页
作者: Parthasarathy, Rishab Bhowmik, Rohan T. Harker Sch San Jose CA 95129 USA
Large machine learning models based on Convolutional neural networks (CNNs) with rapidly increasing numbers of parameters are being deployed in a wide array of computer vision tasks. However, the insatiable demand for... 详细信息
来源: 评论
Simulating an optical neural network for Deep Learning in Edge computing
Simulating an Optical Neural Network for Deep Learning in Ed...
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作者: Cochrane, Jared Massachusetts Institute of Technology
学位级别:硕士
Deep learning has risen to prominence in fields from medicine to autonomous vehicles. This rise has been driven by improvements in parallel computing from graphics processing units (GPUs) as well as large data sets. A...
来源: 评论
optical computing for Deep neural network Acceleration: Foundations, Recent Developments, and Emerging Directions
arXiv
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arXiv 2024年
作者: Pasricha, Sudeep Department of Electrical and Computer Engineering Colorado State University United States
Emerging artificial intelligence applications across the domains of computer vision, natural language processing, graph processing, and sequence prediction increasingly rely on deep neural networks (DNNs). These DNNs ... 详细信息
来源: 评论
Predictive Modelling of optical Beams From Grating Structure Using Deep neural network
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JOURNAL OF LIGHTWAVE TECHNOLOGY 2024年 第2期42卷 696-703页
作者: Lim, Yu Dian Zhao, Peng Guidoni, Luca Likforman, Jean-Pierre Tan, Chuan Seng Nanyang Technol Univ Sch Elect & Elect Engn Singapore 639798 Singapore ASTAR Inst Microelect Singapore 117685 Singapore Univ Paris Lab Mat & Phenomenes Quant MPQ F-75205 Paris France
Integrated grating structure has been widely used in the optical addressing of trapped ion qubits in quantum computing. For accurate optical addressing, the optical properties of light beam coupled out from the gratin... 详细信息
来源: 评论
High-Efficiency Reconfigurable optical Convolutional neural network
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JOURNAL OF LIGHTWAVE TECHNOLOGY 2025年 第9期43卷 4076-4085页
作者: Li, Junshen Meng, Xiangyan Zhang, Jingyun Li, Wei Shi, Nuannuan Li, Ming Chinese Acad Sci Inst Semicond State Key Lab Optoelect Mat & Devices Beijing 100083 Peoples R China Univ Chinese Acad Sci Sch Elect Elect & Commun Engn Beijing 100049 Peoples R China Univ Chinese Acad Sci Sch Mat Sci & Optoelect Technol Beijing 100190 Peoples R China Tencent WeChat Pay Lab33 Shenzhen 518054 Peoples R China
As the intricacy of network models escalates and the volume of data swells exponentially, the demands on the processing capabilities of neural networks have become increasingly rigorous. optical computing, with the ex... 详细信息
来源: 评论
Intelligent Photonics:A Disruptive Technology to Shape the Present and Redefine the Future
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Engineering 2025年 第3期46卷 186-213页
作者: Danlin Xu Yuchen Ma Guofan Jin Liangcai Cao State Key Laboratory of Precision Measurement Technology and Instruments Department of Precision InstrumentsTsinghua UniversityBeijing 100084China
Artificial intelligence(AI)has taken breathtaking leaps forward in recent years,evolving into a strategic technology for pioneering the *** growing demand for computing power—especially in demanding inference tasks,e... 详细信息
来源: 评论
Efficient O-type mapping and routing of large-scale neural networks to torus-based ONoCs
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JOURNAL OF optical COMMUNICATIONS AND networkING 2024年 第9期16卷 918-928页
作者: Yao, Qiuyan Meng, Daqing Yang, Hui Feng, Nan Zhang, Jie Beijing Univ Posts & Telecommun State Key Lab Informat Photon & Opt Commun Beijing 100876 Peoples R China 54th Res Inst CETC Hebei Key Lab Photon Informat Technol & Applicat Shijiazhuang 050081 Peoples R China
The rapid development of artificial intelligence has accelerated the arrival of the era of large models. Artificial-neural-network-based large models typically have millions to billions of parameters, and their traini... 详细信息
来源: 评论
Multiplexable all-optical nonlinear activator for optical computing
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OPTICS EXPRESS 2024年 第10期32卷 18161-18174页
作者: Teng, Caihong Zhang, Xuhao Tang, Jindao Ren, Aobo Deng, Guangwei Wu, Jiang Wang, Zhiming Univ Elect Sci & Technol China UESTC Inst Fundamental & Frontier Sci Chengdu 610054 Peoples R China
As an alternative solution to surpass electronic neural networks, optical neural networks (ONNs) offer significant advantages in terms of energy consumption and computing speed. Despite the optical hardware platform c... 详细信息
来源: 评论
Incremental Distillation Physics-Informed neural network (IDPINN) Accurately models the Evolution of optical Solitons
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JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 2024年 1-15页
作者: Zhang, Zhiyang Liu, Muwei Liu, Wenjun Beijing Univ Posts & Telecommun Sch Sci State Key Lab Informat Photon & Opt Commun Beijing 100876 Peoples R China North China Elect Power Univ Hebei Key Lab Phys & Energy Technol Baoding 071000 Peoples R China
optical solitons play an important role in long-distance, high-capacity communications. To enhance the precision of soliton dynamics modeling, the authors combine incremental learning techniques with physics-informed ... 详细信息
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Multi-Physical Intelligent Analysis of the Thermal-Structural-optical Coupling for Mirror Based on Surrogate Model
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IEEE ACCESS 2025年 13卷 14113-14121页
作者: Li, Wenxiong Shen, Junli Lu, Zhenyu Men, Shudong Wu, Qingwen Chinese Acad Sci Changchun Inst Opt Fine Mech & Phys Changchun 130033 Jilin Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China CAS Key Lab Onorbit Mfg & Integrat Space Opt Syst Changchun 130033 Jilin Peoples R China
The thermal-structural-optical multi-physical coupling analysis (TSO-MCA) of infrared optical systems and their mirrors during the establishment of a cryogenic environment is a complex multi-physical coupling problem ... 详细信息
来源: 评论