| Digital electronics and analog photonics for convolutional neural networks (DEAP-CNNs) V Bangari, BA Marquez, H Miller, AN Tait, MA Nahmias, TF De Lima, ... IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-13, 2019 | 201 | 2019 |
| Tutorial: Photonic neural networks in delay systems D Brunner, B Penkovsky, BA Marquez, M Jacquot, I Fischer, L Larger Journal of Applied Physics 124 (15), 2018 | 149 | 2018 |
| Prospects and applications of photonic neural networks C Huang, VJ Sorger, M Miscuglio, M Al-Qadasi, A Mukherjee, L Lampe, ... Advances in Physics: X 7 (1), 1981155, 2022 | 128 | 2022 |
| Primer on silicon neuromorphic photonic processors: architecture and compiler T Ferreira De Lima, AN Tait, A Mehrabian, MA Nahmias, C Huang, ... Nanophotonics 9 (13), 4055-4073, 2020 | 54 | 2020 |
| 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 | 48* | 2022 |
| Dynamical complexity and computation in recurrent neural networks beyond their fixed point BA Marquez, L Larger, M Jacquot, YK Chembo, D Brunner Scientific Reports 8 (1), 3319, 2018 | 19 | 2018 |
| Highly complex optical signal generation using electro-optical systems with non-linear, non-invertible transmission functions JJ Suárez-Vargas, BA Márquez, JA González Applied Physics Letters 101 (7), 2012 | 16 | 2012 |
| Takens-inspired neuromorphic processor: A downsizing tool for random recurrent neural networks via feature extraction BA Marquez, J Suarez-Vargas, BJ Shastri Physical Review Research 1 (3), 033030, 2019 | 15 | 2019 |
| Interaction between Liénard and Ikeda dynamics in a nonlinear electro-optical oscillator with delayed bandpass feedback BA Marquez, L Larger, D Brunner, YK Chembo, M Jacquot Physical Review E 94 (6), 062208, 2016 | 15 | 2016 |
| Polynomial law for controlling the generation of n-scroll chaotic attractors in an optoelectronic delayed oscillator BA Márquez, JJ Suárez-Vargas, JA Ramírez Chaos: An Interdisciplinary Journal of Nonlinear Science 24 (3), 033123, 2014 | 12 | 2014 |
| 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 |
| 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 | 9 | 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 | 9 | 2022 |
| 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 | 7 | 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 | 6 | 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 | 3 | 2023 |
| Neuromorphic Silicon Photonics for Artificial Intelligence BA Marquez, C Huang, PR Prucnal, BJ Shastri Silicon Photonics IV: Innovative Frontiers, 417-447, 2021 | 3 | 2021 |
| Neuromorphic photonics: current status and challenges PR Prucnal, TF De Lima, C Huang, BA Marquez, BJ Shastri 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 3 | 2020 |
| Silicon photonics for artificial intelligence applications BA Marquez, MJ Filipovich, ER Howard, V Bangari, Z Guo, HD Morison, ... Photoniques, 40-44, 2020 | 3 | 2020 |
| Photonic long-short term memory neural networks with analog memory ER Howard, BA Marquez, BJ Shastri 2020 IEEE Photonics Conference (IPC), 1-2, 2020 | 2 | 2020 |
