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All-optical spiking neurosynaptic networks with self-learning capabilities

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Cited by:

  1. He-Shan Zhang & Xue-Mei Dong & Zi-Cheng Zhang & Ze-Pu Zhang & Chao-Yi Ban & Zhe Zhou & Cheng Song & Shi-Qi Yan & Qian Xin & Ju-Qing Liu & Yin-Xiang Li & Wei Huang, 2022. "Co-assembled perylene/graphene oxide photosensitive heterobilayer for efficient neuromorphics," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
  2. Chenduan Chen & Zhan Yang & Tao Wang & Yalun Wang & Kai Gao & Jiajia Wu & Jun Wang & Jianrong Qiu & Dezhi Tan, 2024. "Ultra-broadband all-optical nonlinear activation function enabled by MoTe2/optical waveguide integrated devices," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
  3. Jian Yao & Qinan Wang & Yong Zhang & Yu Teng & Jing Li & Pin Zhao & Chun Zhao & Ziyi Hu & Zongjie Shen & Liwei Liu & Dan Tian & Song Qiu & Zhongrui Wang & Lixing Kang & Qingwen Li, 2024. "Ultra-low power carbon nanotube/porphyrin synaptic arrays for persistent photoconductivity and neuromorphic computing," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  4. Wen Zhou & Bowei Dong & Nikolaos Farmakidis & Xuan Li & Nathan Youngblood & Kairan Huang & Yuhan He & C. David Wright & Wolfram H. P. Pernice & Harish Bhaskaran, 2023. "In-memory photonic dot-product engine with electrically programmable weight banks," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  5. X. Steve Yao & Yulong Yang & Xiaosong Ma & Zhongjin Lin & Yuntao Zhu & Wei Ke & Heyun Tan & Xichen Wang & Xinlun Cai, 2025. "On-chip real-time detection of optical frequency variations with ultrahigh resolution using the sine-cosine encoder approach," Nature Communications, Nature, vol. 16(1), pages 1-12, December.
  6. Xiangyan Meng & Guojie Zhang & Nuannuan Shi & Guangyi Li & José Azaña & José Capmany & Jianping Yao & Yichen Shen & Wei Li & Ninghua Zhu & Ming Li, 2023. "Compact optical convolution processing unit based on multimode interference," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
  7. Yunping Bai & Yifu Xu & Shifan Chen & Xiaotian Zhu & Shuai Wang & Sirui Huang & Yuhang Song & Yixuan Zheng & Zhihui Liu & Sim Tan & Roberto Morandotti & Sai T. Chu & Brent E. Little & David J. Moss & , 2025. "TOPS-speed complex-valued convolutional accelerator for feature extraction and inference," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  8. Steven Becker & Dirk Englund & Birgit Stiller, 2024. "An optoacoustic field-programmable perceptron for recurrent neural networks," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
  9. Pengzhan Li & Mingzhen Zhang & Qingli Zhou & Qinghua Zhang & Donggang Xie & Ge Li & Zhuohui Liu & Zheng Wang & Erjia Guo & Meng He & Can Wang & Lin Gu & Guozhen Yang & Kuijuan Jin & Chen Ge, 2024. "Reconfigurable optoelectronic transistors for multimodal recognition," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  10. Ali Momeni & Romain Fleury, 2022. "Electromagnetic wave-based extreme deep learning with nonlinear time-Floquet entanglement," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
  11. Gu, Shuangquan & Li, Kun & Zhou, Pei & Li, Nianqiang, 2025. "Parallel optical chaos generation and ultrafast photonic decision-making based on a single quantum dot spin-VCSEL," Chaos, Solitons & Fractals, Elsevier, vol. 191(C).
  12. Minati, Ludovico & Mancinelli, Mattia & Frasca, Mattia & Bettotti, Paolo & Pavesi, Lorenzo, 2021. "An analog electronic emulator of non-linear dynamics in optical microring resonators," Chaos, Solitons & Fractals, Elsevier, vol. 153(P2).
  13. Chuyu Zhong & Kun Liao & Tianxiang Dai & Maoliang Wei & Hui Ma & Jianghong Wu & Zhibin Zhang & Yuting Ye & Ye Luo & Zequn Chen & Jialing Jian & Chunlei Sun & Bo Tang & Peng Zhang & Ruonan Liu & Junyin, 2023. "Graphene/silicon heterojunction for reconfigurable phase-relevant activation function in coherent optical neural networks," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
  14. Jin Zhao & Wen-Xiong Song & Tianjiao Xin & Zhitang Song, 2021. "Rules of hierarchical melt and coordinate bond to design crystallization in doped phase change materials," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
  15. Hangyuan Cui & Yu Xiao & Yang Yang & Mengjiao Pei & Shuo Ke & Xiao Fang & Lesheng Qiao & Kailu Shi & Haotian Long & Weigao Xu & Pingqiang Cai & Peng Lin & Yi Shi & Qing Wan & Changjin Wan, 2025. "A bioinspired in-materia analog photoelectronic reservoir computing for human action processing," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
  16. Bassem Tossoun & Di Liang & Stanley Cheung & Zhuoran Fang & Xia Sheng & John Paul Strachan & Raymond G. Beausoleil, 2024. "High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
  17. Sajjad Abdollahramezani & Omid Hemmatyar & Mohammad Taghinejad & Hossein Taghinejad & Alex Krasnok & Ali A. Eftekhar & Christian Teichrib & Sanchit Deshmukh & Mostafa A. El-Sayed & Eric Pop & Matthias, 2022. "Electrically driven reprogrammable phase-change metasurface reaching 80% efficiency," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
  18. Liuting Shan & Qizhen Chen & Rengjian Yu & Changsong Gao & Lujian Liu & Tailiang Guo & Huipeng Chen, 2023. "A sensory memory processing system with multi-wavelength synaptic-polychromatic light emission for multi-modal information recognition," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  19. Michele Cotrufo & Akshaj Arora & Sahitya Singh & Andrea Alù, 2023. "Dispersion engineered metasurfaces for broadband, high-NA, high-efficiency, dual-polarization analog image processing," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
  20. Akhil Dodda & Nicholas Trainor & Joan. M. Redwing & Saptarshi Das, 2022. "All-in-one, bio-inspired, and low-power crypto engines for near-sensor security based on two-dimensional memtransistors," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
  21. Yang Shi & Junyu Ren & Guanyu Chen & Wei Liu & Chuqi Jin & Xiangyu Guo & Yu Yu & Xinliang Zhang, 2022. "Nonlinear germanium-silicon photodiode for activation and monitoring in photonic neuromorphic networks," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
  22. Xiaoyun Yuan & Yong Wang & Zhihao Xu & Tiankuang Zhou & Lu Fang, 2023. "Training large-scale optoelectronic neural networks with dual-neuron optical-artificial learning," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  23. Dongliang Wang & Yikun Nie & Gaolei Hu & Hon Ki Tsang & Chaoran Huang, 2024. "Ultrafast silicon photonic reservoir computing engine delivering over 200 TOPS," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  24. Reyhane Ahmadi & Amirreza Ahmadnejad & Somayyeh Koohi, 2024. "Free-space optical spiking neural network," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-19, December.
  25. Chao Qian & Ido Kaminer & Hongsheng Chen, 2025. "A guidance to intelligent metamaterials and metamaterials intelligence," Nature Communications, Nature, vol. 16(1), pages 1-23, December.
  26. Ui Yeon Won & Quoc An Vu & Sung Bum Park & Mi Hyang Park & Van Dam Do & Hyun Jun Park & Heejun Yang & Young Hee Lee & Woo Jong Yu, 2023. "Multi-neuron connection using multi-terminal floating–gate memristor for unsupervised learning," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  27. Yingheng Tang & Ruiyang Chen & Minhan Lou & Jichao Fan & Cunxi Yu & Andrew Nonaka & Zhi Yao & Weilu Gao, 2025. "Optical neural engine for solving scientific partial differential equations," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  28. Zheshun Xiong & Wen Liang & Meiyue Zhang & Dacheng Mao & Qiangfei Xia & Guangyu Xu, 2025. "Parallelizing analog in-sensor visual processing with arrays of gate-tunable silicon photodetectors," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
  29. Junwei Cheng & Chaoran Huang & Jialong Zhang & Bo Wu & Wenkai Zhang & Xinyu Liu & Jiahui Zhang & Yiyi Tang & Hailong Zhou & Qiming Zhang & Min Gu & Jianji Dong & Xinliang Zhang, 2024. "Multimodal deep learning using on-chip diffractive optics with in situ training capability," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
  30. Elena Goi & Steffen Schoenhardt & Min Gu, 2022. "Direct retrieval of Zernike-based pupil functions using integrated diffractive deep neural networks," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
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