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 | 57 | 2022 |
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 | 53 | 2022 |
Neuromorphic photonic circuit modeling in Verilog-A J Singh, H Morison, Z Guo, BA Marquez, O Esmaeeli, PR Prucnal, ... APL Photonics 7 (4), 2022 | 11 | 2022 |
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 | 10 | 2022 |
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 | 10 | 2021 |
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 | 10 | 2021 |
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 | 9 | 2020 |
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 | 7 | 2020 |
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 | 5 | 2023 |
Silicon photonics for artificial intelligence applications BA Marquez, MJ Filipovich, ER Howard, V Bangari, Z Guo, HD Morison, ... Photoniques, 40-44, 2020 | 3 | 2020 |
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 | 1 | 2022 |
Photonic Tensor Machine and Multi-level Encoding and Decoding in Wavelength-Multiplexed Photonic Processors Z Guo Queen's University (Canada), 2021 | 1 | 2021 |
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 |