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Zhimu Guo
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Silicon photonic architecture for training deep neural networks with direct feedback alignment
MJ Filipovich, Z Guo, M Al-Qadasi, BA Marquez, HD Morison, VJ Sorger, ...
Optica 9 (12), 1323-1332, 2022
572022
Dynamic precision analog computing for neural networks
S Garg, J Lou, A Jain, Z Guo, BJ Shastri, M Nahmias
IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2022
532022
Neuromorphic photonic circuit modeling in Verilog-A
J Singh, H Morison, Z Guo, BA Marquez, O Esmaeeli, PR Prucnal, ...
APL Photonics 7 (4), 2022
112022
Multi-level encoding and decoding in a scalable photonic tensor processor with a photonic general matrix multiply (GeMM) compiler
Z Guo, AN Tait, BA Marquez, M Filipovich, H Morison, PR Prucnal, ...
IEEE Journal of Selected Topics in Quantum Electronics 28 (6: High Density …, 2022
102022
Photonic pattern reconstruction enabled by on-chip online learning and inference
BA Marquez, Z Guo, H Morison, S Shekhar, L Chrostowski, P Prucnal, ...
Journal of Physics: Photonics 3 (2), 024006, 2021
102021
Monolithic silicon photonic architecture for training deep neural networks with direct feedback alignment
MJ Filipovich, Z Guo, M Al-Qadasi, BA Marquez, HD Morison, VJ Sorger, ...
arXiv preprint arXiv:2111.06862, 2021
102021
Graphene-based photonic synapse for multi wavelength neural networks
BA Marquez, H Morison, Z Guo, M Filipovich, PR Prucnal, BJ Shastri
MRS Advances 5 (37-38), 1909-1917, 2020
92020
Training deep neural networks in situ with neuromorphic photonics
MJ Filipovich, Z Guo, BA Marquez, HD Morison, BJ Shastri
2020 IEEE Photonics Conference (IPC), 1-2, 2020
72020
Fully-integrated photonic tensor core for image convolutions
BA Marquez, J Singh, H Morison, Z Guo, L Chrostowski, S Shekhar, ...
Nanotechnology 34 (39), 395201, 2023
52023
Silicon photonics for artificial intelligence applications
BA Marquez, MJ Filipovich, ER Howard, V Bangari, Z Guo, HD Morison, ...
Photoniques, 40-44, 2020
32020
Highly Integrated Photonic Tensor Core for imagining processing
X Ma, N Peserico, A Khaled, Z Guo, J Meng, BJ Shastri, VJ Sorger
Integrated Photonics Research, Silicon and Nanophotonics, ITu4B. 4, 2022
12022
Photonic Tensor Machine and Multi-level Encoding and Decoding in Wavelength-Multiplexed Photonic Processors
Z Guo
Queen's University (Canada), 2021
12021
High-Speed Multifunctional Photonic Memory on a Foundry-Processed Photonic Platform
SR Kari, M Tamura, Z Guo, YS Huang, H Sun, C Lian, N Nobile, ...
arXiv preprint arXiv:2409.13954, 2024
2024
High-Speed Multifunctional Photonic Memory on a Foundry-Processed Photonic Platform
S Rahimi Kari, M Tamura, Z Guo, YS Huang, H Sun, C Lian, N Nobile, ...
arXiv e-prints, arXiv: 2409.13954, 2024
2024
Silicon Photonics for Machine Learning: Training and Inference
BJ Shastri, MJ Filipovich, Z Guo, PR Prucnal, C Huang, AN Tait, ...
European Conference and Exhibition on Optical Communication, Tu4G. 1, 2022
2022
Silicon Photonics for Training Deep Neural Networks
BJ Shastri, MJ Filipovich, Z Guo, PR Prucnal, S Shekhar, VJ Sorger
Conference on Lasers and Electro-Optics/Pacific Rim, CThA13B_02, 2022
2022
Silicon Photonics Neural Networks for Training and Inference
BJ Shastri, MJ Filipovich, Z Guo, PR Prucnal, S Shekhar, VJ Sorger
Photonic Networks and Devices, NeW2D. 2, 2022
2022
In situ training with silicon photonics neural networks
BJ Shastri, MJ Filipovich, Z Guo, PR Prucnal, S Shekhar, VJ Sorger
2022 Photonics North (PN), 1-2, 2022
2022
Circuit modeling for neuromorphic photonics in Verilog-A as a scalable simulation platform
J Singh, H Morison, Z Guo, BA Marquez, O Esmaeeli, PR Prucnal, ...
2021 IEEE 17th International Conference on Group IV Photonics (GFP), 1-2, 2021
2021
Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor
Z Guo, BA Marquez, M Filipovich, H Morison, BJ Shastri, L Chrostowski, ...
2021 IEEE 17th International Conference on Group IV Photonics (GFP), 1-2, 2021
2021
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