Publications
2024
T. Wang
A nonlinear dimension for machine learning in optical disordered media
Nature Computational Science 4, 394 - 395 (2024)
A nonlinear dimension for machine learning in optical disordered media
Nature Computational Science 4, 394 - 395 (2024)
M.G. Anderson, S.-Y. Ma, T. Wang, L.G. Wright, P.L. McMahon
Optical Transformers
Transactions on Machine Learning Research (2024) | arXiv | code repo
Optical Transformers
Transactions on Machine Learning Research (2024) | arXiv | code repo
J. Laydevant, L.G. Wright, T. Wang, P.L. McMahon
The hardware is the software
Neuron 112, 180 - 183 (2024) | arXiv
The hardware is the software
Neuron 112, 180 - 183 (2024) | arXiv
2023
T. Wang*†, M.M. Sohoni*†, L.G. Wright†, M.M. Stein, S.-Y. Ma, T. Onodera, M. Anderson, P.L. McMahon†
Image sensing with multilayer, nonlinear optical neural networks
Nature Photonics 17, 408 - 415 (2023) | arXiv | code repo
Image sensing with multilayer, nonlinear optical neural networks
Nature Photonics 17, 408 - 415 (2023) | arXiv | code repo
S.-Y. Ma, T. Wang, J. Laydevant, L.G. Wright, P.L. McMahon
Quantum-noise-limited optical neural networks operating at a few quanta per activation
arXiv:2307.15712 (2023)
Quantum-noise-limited optical neural networks operating at a few quanta per activation
arXiv:2307.15712 (2023)
2022
L.G. Wright*, T. Onodera*, M.M. Stein, T. Wang, D.T. Schachter, Z. Hu, P.L. McMahon
Deep physical neural networks trained with backpropagation
Nature 601, 549 - 555 (2022) | arXiv | code repo
Deep physical neural networks trained with backpropagation
Nature 601, 549 - 555 (2022) | arXiv | code repo
K. Choe, Y. Hotani, T. Wang, E. Hebert, D.G. Ouzounov, K. Lai, A. Singh, W. Béguelin, A.M. Melnick, C. Xu
Intravital three-photon microscopy allows visualization over the entire depth of mouse lymph nodes
Nature Immunology 23, 330 - 340 (2022)
Intravital three-photon microscopy allows visualization over the entire depth of mouse lymph nodes
Nature Immunology 23, 330 - 340 (2022)
T. Wang†, S.-Y. Ma, L.G. Wright, T. Onodera, B. Richard, P.L. McMahon†
An optical neural network using less than 1 photon per multiplication
Nature Communications 13, 123 (2022) | arXiv | code repo
An optical neural network using less than 1 photon per multiplication
Nature Communications 13, 123 (2022) | arXiv | code repo
D. Sinefeld, F. Xia, M. Wang, T. Wang, C. Wu, X. Yang, H.P. Paudel, D.G. Ouzounov, T.G. Bifano, C. Xu
Three-photon adaptive optics for mouse brain imaging
Frontiers in Neuroscience 16, 880859 (2022)
Three-photon adaptive optics for mouse brain imaging
Frontiers in Neuroscience 16, 880859 (2022)
2021
The MICrONS Consortium. J.A. Bae, ... C. Zhang
Functional connectomics spanning multiple areas of mouse visual cortex
bioRxiv, 2021.07.28.454025 (2021)
Functional connectomics spanning multiple areas of mouse visual cortex
bioRxiv, 2021.07.28.454025 (2021)
2020
S. Lee, A.J. Cortese, A. Mok, C. Wu, T. Wang, J.U. Park, C.L. Smart, S. Ghajari, D. Khilani, S. Sadeghi, Y. Ji, J.H. Goldberg, C. Xu, P.L. McEuen, and A.C. Molnar
Fabrication of Injectable Micro-Scale Opto-Electronically Transduced Electrodes (MOTEs) for Physiological Monitoring
Journal of Microelectromechanical Systems 29, 720-726 (2020)
Fabrication of Injectable Micro-Scale Opto-Electronically Transduced Electrodes (MOTEs) for Physiological Monitoring
Journal of Microelectromechanical Systems 29, 720-726 (2020)
A.J. Cortese, C.L. Smart, T. Wang, M.F. Reynolds, S.L. Norris, Y. Ji, S. Lee, A. Mok, C. Wu, F. Xia, N.I. Ellis, A.C. Molnar, C. Xu, and P.L. McEuen
Microscopic sensors using optical wireless integrated circuits
Proceedings of the National Academy of Sciences 117, 9173-9179 (2020)
Microscopic sensors using optical wireless integrated circuits
Proceedings of the National Academy of Sciences 117, 9173-9179 (2020)
T. Wang*†, C. Wu*, D.G. Ouzounov, W. Gu, F. Xia, M. Kim, X. Yang, M.R. Warden, and C. Xu†
Quantitative analysis of 1300-nm three-photon calcium imaging in the mouse brain
eLife 9, e53205 (2020) | bioRxiv | code repo
Quantitative analysis of 1300-nm three-photon calcium imaging in the mouse brain
eLife 9, e53205 (2020) | bioRxiv | code repo
2019
D.G. Ouzounov, T. Wang, C. Wu, and C. Xu
GCaMP6 ΔF/F dependence on the excitation wavelength in 3-photon and 2-photon microscopy of mouse brain activity
Biomedical Optics Express 10, 3343-3352 (2019)
GCaMP6 ΔF/F dependence on the excitation wavelength in 3-photon and 2-photon microscopy of mouse brain activity
Biomedical Optics Express 10, 3343-3352 (2019)
2018
T. Wang†, D.G. Ouzounov, C. Wu, N.G. Horton, B. Zhang, C.-H. Wu, Y. Zhang, M.J. Schnitzer, and C. Xu†
Three-photon imaging of mouse brain structure and function through the intact skull
Nature Methods 15, 789–792 (2018)
Three-photon imaging of mouse brain structure and function through the intact skull
Nature Methods 15, 789–792 (2018)
2017
D.G. Ouzounov*, T. Wang*, M. Wang, D.D. Feng, N.G. Horton, J.C. Cruz-Hernández, Y.-T. Cheng, J. Reimer, A.S. Tolias, N. Nishimura, and C. Xu
In vivo three-photon imaging of activity of GCaMP6-labeled neurons deep in intact mouse brain
Nature Methods 14, 388–390 (2017)
In vivo three-photon imaging of activity of GCaMP6-labeled neurons deep in intact mouse brain
Nature Methods 14, 388–390 (2017)
G. Rasskazov, A. Ryabtsev, K. Charan, T. Wang, C. Xu, and M. Dantus
Characterization and adaptive compression of a multi-soliton laser source
Optics Express 25, 320–329 (2017)
Characterization and adaptive compression of a multi-soliton laser source
Optics Express 25, 320–329 (2017)
2016
Y. Tang, L.G. Wright, K. Charan, T. Wang, C. Xu, and F.W. Wise
Generation of intense 100 fs solitons tunable from 2 to 4.3 μm in fluoride fiber
Optica 3, 948–951 (2016)
Generation of intense 100 fs solitons tunable from 2 to 4.3 μm in fluoride fiber
Optica 3, 948–951 (2016)