| 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 | 65* | 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 |
| 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 |
| Inducing optical self-pulsation by electrically tuning graphene on a silicon microring M Tamura, H Morison, BJ Shastri Nanophotonics 11 (17), 4017-4025, 2022 | 5 | 2022 |
| 65 GOPS/neuron Photonic Tensor Core with Thin-film Lithium Niobate Photonics Z Lin, BJ Shastri, S Yu, J Song, Y Zhu, A Safarnejadian, W Cai, Y Lin, ... arXiv preprint arXiv:2311.16896, 2023 | 3 | 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 |
| 120 GOPS Photonic tensor core in thin-film lithium niobate for inference and in situ training Z Lin, BJ Shastri, S Yu, J Song, Y Zhu, A Safarnejadian, W Cai, Y Lin, ... Nature Communications 15 (1), 9081, 2024 | 2 | 2024 |
| Nonlinear dynamics in neuromorphic photonic networks: Physical simulation in Verilog-A H Morison, J Singh, N Al Kayed, A Aadhi, M Moridsadat, M Tamura, ... Physical Review Applied 21 (3), 034013, 2024 | 1 | 2024 |
| Design of a monolithic silicon-on-insulator resonator spiking neuron M Tamura, H Morison, AN Tait, BJ Shastri Communications Physics 7 (1), 303, 2024 | | 2024 |
| Real-time control with photonic neural networks TF de Lima, H Morison, B Shastri, P Prucnal Machine Learning in Photonics, PC130170F, 2024 | | 2024 |
| Proposal for a monolithic silicon-on-insulator resonator spiking neuron M Tamura, H Morison, A Tait, B Shastri | | 2024 |
| 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 |
| On-chip online learning and inference for photonic pattern recognition BA Marquez, Z Guo, H Morison, S Shekhar, L Chrostowski, P Prucnal, ... CLEO: Science and Innovations, SM1B. 5, 2021 | | 2021 |
| A graphene-based synapse for photonic neural networks BA Marquez, H Morison, Z Guo, M Filipovich, BJ Shastri 2020 IEEE Photonics Conference (IPC), 1-2, 2020 | | 2020 |
| Silicon Photonics for AI Hardware BJ Shastri, BA Marquez, M Filipovich, Z Guo, ER Howard, H Morison, ... Integrated Photonics Research, Silicon and Nanophotonics, IM2A. 2, 2020 | | 2020 |
Bhavin J. ShastriCanada Research Chair and Assistant Professor, Queen's University在 ieee.org 的电子邮件经过验证
