| Microcomb-based integrated photonic processing unit B Bai, Q Yang, H Shu, L Chang, F Yang, B Shen, Z Tao, J Wang, S Xu, ... Nature Communications 14 (1), 66, 2023 | 92 | 2023 |
| Deep-learning-powered photonic analog-to-digital conversion S Xu, X Zou, B Ma, J Chen, L Yu, W Zou Light: Science & Applications 8 (1), 66, 2019 | 82 | 2019 |
| Optical coherent dot-product chip for sophisticated deep learning regression S Xu, J Wang, H Shu, Z Zhang, S Yi, B Bai, X Wang, J Liu, W Zou Light: Science & Applications 10 (1), 221, 2021 | 66 | 2021 |
| A review: Photonics devices, architectures, and algorithms for optical neural computing S Xiang, Y Han, Z Song, X Guo, Y Zhang, Z Ren, S Wang, Y Ma, W Zou, ... Journal of Semiconductors 42 (2), 023105, 2021 | 59 | 2021 |
| High-accuracy optical convolution unit architecture for convolutional neural networks by cascaded acousto-optical modulator arrays S Xu, J Wang, R Wang, J Chen, W Zou Optics express 27 (14), 19778-19787, 2019 | 59 | 2019 |
| High-order tensor flow processing using integrated photonic circuits S Xu, J Wang, S Yi, W Zou Nature communications 13 (1), 7970, 2022 | 41 | 2022 |
| Optical convolutional neural network with WDM-based optical patching and microring weighting banks S Xu, J Wang, W Zou IEEE Photonics Technology Letters 33 (2), 89-92, 2020 | 38 | 2020 |
| Optical patching scheme for optical convolutional neural networks based on wavelength-division multiplexing and optical delay lines S Xu, J Wang, W Zou Optics letters 45 (13), 3689-3692, 2020 | 35 | 2020 |
| Optimization of the Brillouin instantaneous frequency measurement using convolutional neural networks X Zou, S Xu, S Li, J Chen, W Zou Optics letters 44 (23), 5723-5726, 2019 | 26 | 2019 |
| A heterogeneous silicon on lithium niobate modulator for ultra-compact and high-performance photonic integrated circuits J Wang, S Xu, J Chen, W Zou IEEE Photonics Journal 13 (1), 1-12, 2021 | 18 | 2021 |
| Ultra-high range resolution demonstration of a photonics-based microwave radar using a high-repetition-rate mode-locked fiber laser S Xu, W Zou, G Yang, J Chen Chinese Optics Letters 16 (6), 062801, 2018 | 17 | 2018 |
| Modified deep-learning-powered photonic analog-to-digital converter for wideband complicated signal receiving S Xu, J Wan, R Wang, W Zou Optics Letters 45 (19), 5303-5306, 2020 | 14 | 2020 |
| High-accuracy automatic target recognition scheme based on a photonic analog-to-digital converter and a convolutional neural network J Wan, S Xu, W Zou Optics Letters 45 (24), 6855-6858, 2020 | 13 | 2020 |
| Deep learning based method and device for noise suppression and distortion correction of analog-to-digital converters W Zou, XU Shaofu, J Chen US Patent 10,812,095, 2020 | 9 | 2020 |
| Multi-band low-noise microwave-signal-receiving system with a photonic frequency down-conversion and transfer-learning network S Yi, S Xu, W Zou Optics Letters 46 (23), 5982-5985, 2021 | 8 | 2021 |
| Ultra-wideband signal acquisition by use of channel-interleaved photonic analog-to-digital converter under the assistance of dilated fully convolutional network R Wang, S Xu, J Chen, W Zou Chinese Optics Letters 18 (12), 123901, 2020 | 8 | 2020 |
| Towards an intelligent photonic system W Zou, B Ma, S Xu, X Zou, X Wang Science China Information Sciences 63, 1-17, 2020 | 8 | 2020 |
| Analog-to-digital conversion revolutionized by deep learning S Xu, X Zou, B Ma, J Chen, L Yu, W Zou arXiv preprint arXiv:1810.08906, 2018 | 7 | 2018 |
| Optical tensor core architecture for neural network training based on dual-layer waveguide topology and homodyne detection S Xu, W Zou Chinese Optics Letters 19 (8), 082501, 2021 | 6 | 2021 |
| Photonic analog-to-digital converter powered by a generalized and robust convolutional recurrent autoencoder X Zou, S Xu, A Deng, N Qian, R Wang, W Zou Optics Express 28 (26), 39618-39628, 2020 | 6 | 2020 |
Weiwen ZouProfessor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
