Silicon Photonics for Training Deep Neural Networks
Shastri, Bhavin J., Filipovich, Matthew J., Guo, Zhimu, Prucnal, Paul R., Shekhar, Sudip, Sorger, Volker J.
Published in 2022 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR) (31.07.2022)
Published in 2022 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR) (31.07.2022)
Get full text
Conference Proceeding
In situ training with silicon photonics neural networks
Shastri, Bhavin J., Filipovich, Matthew J., Guo, Zhimu, Prucnal, Paul R., Shekhar, Sudip, Sorger, Volker J.
Published in 2022 Photonics North (PN) (24.05.2022)
Published in 2022 Photonics North (PN) (24.05.2022)
Get full text
Conference Proceeding
Multi-Level Encoding and Decoding in a Scalable Photonic Tensor Processor With a Photonic General Matrix Multiply (GeMM) Compiler
Guo, Zhimu, Tait, Alexander N., Marquez, Bicky A., Filipovich, Matthew, Morison, Hugh, Prucnal, Paul R., Chrostowski, Lukas, Shekhar, Sudip, Shastri, Bhavin J.
Published in IEEE journal of selected topics in quantum electronics (01.11.2022)
Published in IEEE journal of selected topics in quantum electronics (01.11.2022)
Get full text
Journal Article
Oxidative and Thermoreversible Aging Effects on Performance-Based Rheological Properties of Six Latin American Asphalt Binders
Berkowitz, Max, Filipovich, Matthew, Baldi, Alejandra, Hesp, Simon A. M, Aguiar-Moya, José P, Lorı́a-Salazar, Luis G
Published in Energy & fuels (18.04.2019)
Published in Energy & fuels (18.04.2019)
Get full text
Journal Article
Silicon photonic architecture for training deep neural networks with direct feedback alignment
Filipovich, Matthew J., Guo, Zhimu, Al-Qadasi, Mohammed, Marquez, Bicky A., Morison, Hugh D., Sorger, Volker J., Prucnal, Paul R., Shekhar, Sudip, Shastri, Bhavin J.
Published in Optica (20.12.2022)
Published in Optica (20.12.2022)
Get full text
Journal Article
Graphene-based photonic synapse for multi wavelength neural networks
Marquez, Bicky A., Morison, Hugh, Guo, Zhimu, Filipovich, Matthew, Prucnal, Paul R., Shastri, Bhavin J.
Published in MRS advances (01.01.2020)
Published in MRS advances (01.01.2020)
Get full text
Journal Article
Silicon photonics for artificial intelligence applications
Marquez, Bicky A., Filipovich, Matthew J., Howard, Emma R., Bangari, Viraj, Guo, Zhimu, Morison, Hugh D., Ferreira De Lima, Thomas, Tait, Alexander N., Prucnal, Paul R., Shastri, Bhavin J.
Published in Photoniques (01.09.2020)
Published in Photoniques (01.09.2020)
Get full text
Journal Article
Scaling Laws Beyond Backpropagation
Filipovich, Matthew J, Cappelli, Alessandro, Hesslow, Daniel, Launay, Julien
Published in arXiv.org (26.10.2022)
Published in arXiv.org (26.10.2022)
Get full text
Paper
Journal Article
Consistent, multidimensional differential histogramming and summary statistics with YODA 2
Buckley, Andy, Corpe, Louie, Filipovich, Matthew, Gutschow, Christian, Rozinsky, Nick, Thor, Simon, Yeh, Yoran, Yellen, Jamie
Published in arXiv.org (25.04.2024)
Published in arXiv.org (25.04.2024)
Get full text
Paper
Journal Article
Role of Spatial Coherence in Diffractive Optical Neural Networks
Get full text
Paper
Journal Article
Artificial Neural Network Training on an Optical Processor via Direct Feedback Alignment
Muller, Kilian, Launay, Julien, Poli, Iacopo, Filipovich, Matthew, Capelli, Alessandro, Hesslow, Daniel, Carron, Igor, Daudet, Laurent, Krzakala, Florent, Gigan, Sylvain
Published in 2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) (26.06.2023)
Published in 2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) (26.06.2023)
Get full text
Conference Proceeding
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment
Filipovich, Matthew J, Guo, Zhimu, Al-Qadasi, Mohammed, Marquez, Bicky A, Morison, Hugh D, Sorger, Volker J, Prucnal, Paul R, Shekhar, Sudip, Shastri, Bhavin J
Published in arXiv.org (18.08.2022)
Published in arXiv.org (18.08.2022)
Get full text
Paper
Journal Article
A graphene-based synapse for photonic neural networks
Marquez, Bicky A., Morison, Hugh, Guo, Zhimu, Filipovich, Matthew, Shastri, Bhavin J.
Published in 2020 IEEE Photonics Conference (IPC) (01.09.2020)
Published in 2020 IEEE Photonics Conference (IPC) (01.09.2020)
Get full text
Conference Proceeding
Multi-level Encoding and Decoding in a Wavelength-Multiplexed Photonic Tensor Processor
Guo, Zhimu, Marquez, Bicky A., Filipovich, Matthew, Morison, Hugh, Shastri, Bhavin J., Chrostowski, Lukas, Shekhar, Sudip, Prucnal, Paul
Published in 2021 IEEE 17th International Conference on Group IV Photonics (GFP) (01.12.2021)
Published in 2021 IEEE 17th International Conference on Group IV Photonics (GFP) (01.12.2021)
Get full text
Conference Proceeding
Training Deep Neural Networks in Situ with Neuromorphic Photonics
Filipovich, Matthew J., Guo, Zhimu, Marquez, Bicky A., Morison, Hugh D., Shastri, Bhavin J.
Published in 2020 IEEE Photonics Conference (IPC) (01.09.2020)
Published in 2020 IEEE Photonics Conference (IPC) (01.09.2020)
Get full text
Conference Proceeding