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Optimizing a polynomial function on a quantum processor
Li, Keren, Wei, Shijie, Gao, Pan, Zhang, Feihao, Zhou, Zengrong, Xin, Tao, Wang, Xiaoting, Rebentrost, Patrick, Long, Guilu
Published in npj quantum information (29.01.2021)
Published in npj quantum information (29.01.2021)
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Journal Article
Multimodal deep learning using on-chip diffractive optics with in situ training capability
Cheng, Junwei, Huang, Chaoran, Zhang, Jialong, Wu, Bo, Zhang, Wenkai, Liu, Xinyu, Zhang, Jiahui, Tang, Yiyi, Zhou, Hailong, Zhang, Qiming, Gu, Min, Dong, Jianji, Zhang, Xinliang
Published in Nature communications (23.07.2024)
Published in Nature communications (23.07.2024)
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Journal Article
Machine Learning Approaches for Activity Recognition and/or Activity Prediction in Locomotion Assistive Devices—A Systematic Review
Labarrière, Floriant, Thomas, Elizabeth, Calistri, Laurine, Optasanu, Virgil, Gueugnon, Mathieu, Ornetti, Paul, Laroche, Davy
Published in Sensors (Basel, Switzerland) (06.11.2020)
Published in Sensors (Basel, Switzerland) (06.11.2020)
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Journal Article
Learning high-accuracy error decoding for quantum processors
Bausch, Johannes, Senior, Andrew W., Heras, Francisco J. H., Edlich, Thomas, Davies, Alex, Newman, Michael, Jones, Cody, Satzinger, Kevin, Niu, Murphy Yuezhen, Blackwell, Sam, Holland, George, Kafri, Dvir, Atalaya, Juan, Gidney, Craig, Hassabis, Demis, Boixo, Sergio, Neven, Hartmut, Kohli, Pushmeet
Published in Nature (London) (28.11.2024)
Published in Nature (London) (28.11.2024)
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Journal Article
Machine learning of high dimensional data on a noisy quantum processor
Peters, Evan, Caldeira, João, Ho, Alan, Leichenauer, Stefan, Mohseni, Masoud, Neven, Hartmut, Spentzouris, Panagiotis, Strain, Doug, Perdue, Gabriel N.
Published in npj quantum information (11.11.2021)
Published in npj quantum information (11.11.2021)
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Journal Article
Supervised learning with quantum-enhanced feature spaces
Havlíček, Vojtěch, Córcoles, Antonio D., Temme, Kristan, Harrow, Aram W., Kandala, Abhinav, Chow, Jerry M., Gambetta, Jay M.
Published in Nature (London) (01.03.2019)
Published in Nature (London) (01.03.2019)
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Journal Article
Deep quantum neural networks on a superconducting processor
Pan, Xiaoxuan, Lu, Zhide, Wang, Weiting, Hua, Ziyue, Xu, Yifang, Li, Weikang, Cai, Weizhou, Li, Xuegang, Wang, Haiyan, Song, Yi-Pu, Zou, Chang-Ling, Deng, Dong-Ling, Sun, Luyan
Published in Nature communications (06.07.2023)
Published in Nature communications (06.07.2023)
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Journal Article
Bounded matrix factorization for recommender system
Kannan, Ramakrishnan, Ishteva, Mariya, Park, Haesun
Published in Knowledge and information systems (01.06.2014)
Published in Knowledge and information systems (01.06.2014)
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Journal Article
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
Equivalent-accuracy accelerated neural-network training using analogue memory
Ambrogio, Stefano, Narayanan, Pritish, Tsai, Hsinyu, Shelby, Robert M., Boybat, Irem, di Nolfo, Carmelo, Sidler, Severin, Giordano, Massimo, Bodini, Martina, Farinha, Nathan C. P., Killeen, Benjamin, Cheng, Christina, Jaoudi, Yassine, Burr, Geoffrey W.
Published in Nature (London) (01.06.2018)
Published in Nature (London) (01.06.2018)
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Journal Article
Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
Wu, Changming, Yu, Heshan, Lee, Seokhyeong, Peng, Ruoming, Takeuchi, Ichiro, Li, Mo
Published in Nature communications (04.01.2021)
Published in Nature communications (04.01.2021)
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Journal Article
Diffractive optical computing in free space
Hu, Jingtian, Mengu, Deniz, Tzarouchis, Dimitrios C., Edwards, Brian, Engheta, Nader, Ozcan, Aydogan
Published in Nature communications (20.02.2024)
Published in Nature communications (20.02.2024)
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Journal Article
The backpropagation algorithm implemented on spiking neuromorphic hardware
Renner, Alpha, Sheldon, Forrest, Zlotnik, Anatoly, Tao, Louis, Sornborger, Andrew
Published in Nature communications (08.11.2024)
Published in Nature communications (08.11.2024)
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Journal Article