Dr. Tianyu Wang Profile

Dr. Tianyu Wang

Assistant Professor at Boston University

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Author

Publications (11)

Proceedings Article | 13 March 2024 Poster

A fully programmable on-chip planar waveguide for machine learning

Martin Stein, Tatsuhiro Onodera, Benjamin Ash, Mandar Sohoni, Melissa Bosch, Ryotatsu Yanagimoto, Marc Jankowski, Timothy McKenna, Tianyu Wang, Gennady Shvets, Maxim Shcherbakov, Logan Wright, Peter McMahon

Proceedings Volume PC12903, PC1290311 (2024) https://doi.org/10.1117/12.3025749

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Proceedings Article | 28 September 2023 Presentation

Analog photonic neural networks for large-scale AI at the quantum limit

Logan Wright, Peter McMahon, Tatsuhiro Onodera, Tianyu Wang

Proceedings Volume PC12655, PC1265510 (2023) https://doi.org/10.1117/12.2680563

KEYWORDS: Neural networks, Analog electronics, Quantum limits, Artificial intelligence, Education and training, Transformers, Quantum shot noise, Photons, Computing systems, Quantum sensing

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Proceedings Article | 19 April 2023 Presentation

Applications of digital micromirror devices in photonic neural networks

Tianyu Wang, Mandar Sohoni, Shi-Yuan Ma, Logan Wright, Tatsuhiro Onodera, Martin Stein, Maxwell Anderson, Brian Richard, Peter McMahon

Proceedings Volume PC12435, PC1243501 (2023) https://doi.org/10.1117/12.2649385

KEYWORDS: Neural networks, Digital micromirror devices, Photonic microstructures, Photonic devices, Visualization, Signal processing, Phase modulation, Liquid crystals, Image processing, Convolution

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Proceedings Article | 17 March 2023 Presentation

Deep physical neural networks based on ultrafast nonlinear optics

Tatsuhiro Onodera, Logan Wright, Martin Stein, Tianyu Wang, Darren Schachter, Zoey Hu, Peter McMahon

Proceedings Volume PC12438, PC124380H (2023) https://doi.org/10.1117/12.2648103

KEYWORDS: Neural networks, Ultrafast phenomena, Nonlinear optics, Image classification, Analog electronics, Ultrafast imaging, Oscillators, Evolutionary algorithms, Electronic circuits, Control systems

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Proceedings Article | 17 March 2023 Presentation

Image sensing with multilayer nonlinear optical neural networks

Tianyu Wang, Mandar Sohoni, Logan Wright, Tatsuhiro Onodera, Shi-Yuan Ma, Maxwell Anderson, Peter McMahon

Proceedings Volume PC12438, PC124380M (2023) https://doi.org/10.1117/12.2650289

KEYWORDS: Neural networks, Nonlinear optics, Computer programming, Machine vision, Image compression, Image sensors, Image classification, Surgery, Scene classification, Photons

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Proceedings Article | 4 October 2022 Presentation

Image sensing with nonlinear optical neural networks (Conference Presentation)

Mandar Sohoni, Tianyu Wang, Logan Wright, Tatsuhiro Onodera, Martin Stein, Shiyuan Ma, Maxwell Anderson, Peter McMahon

Proceedings Volume PC12204, PC1220409 (2022) https://doi.org/10.1117/12.2646545

KEYWORDS: Neural networks, Optical sensing, Sensors, Optoelectronics, Nonlinear optics, Image intensifiers, Image compression, CMOS sensors, Photons, Optical sensors

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Proceedings Article | 14 March 2018 Open Access

Whole-brain observation in a living Drosophila brain by three-photon excitation at 1300-nm (Conference Presentation)

Kuo-Jen Hsu, Shi-Wei Chu, Tianyu Wang, Yen-Yin Lin, Ann-Shyn Chiang, Chris Xu

Proceedings Volume 10481, 104810J (2018) https://doi.org/10.1117/12.2289586

KEYWORDS: Brain, Animal model studies, Laser scattering, Scattering, Brain imaging, Green fluorescent protein, Optical microscopy, Genetics, Brain mapping, Two photon excitation microscopy

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Proceedings Article | 23 February 2018 Paper

In vivo three-photon imaging of deep cerebellum

Mengran Wang, Tianyu Wang, Chunyan Wu, Bo Li, Dimitre Ouzounov, David Sinefeld, Akash Guru, Hyung-Song Nam, Mario Capecchi, Melissa Warden, Chris Xu

Proceedings Volume 10498, 1049816 (2018) https://doi.org/10.1117/12.2285406

KEYWORDS: Cerebellum, Blood vessels, Signal attenuation, In vivo imaging, 3D modeling, Neurons, Tissues, Brain, Microscopy, Luminescence

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Proceedings Article | 24 April 2017 Open Access

Third harmonic generation imaging of intact human cerebral organoids to assess key components of early neurogenesis in Rett Syndrome (Conference Presentation)

Murat Yildirim, Danielle Feldman, Tianyu Wang, Dimitre Ouzounov, Stephanie Chou, Justin Swaney, Kwanghun Chung, Chris Xu, Peter T. So, Mriganka Sur

Proceedings Volume 10069, 100690A (2017) https://doi.org/10.1117/12.2256182

KEYWORDS: Brain, Optical lithography, Stem cells, Neurogenesis, Harmonic generation, Microscopy, Proteins, 3D modeling, Pulsed laser operation, Computer programming

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Proceedings Article | 2 March 2017 Paper

In vivo three-photon activity imaging of GCaMP6-labeled neurons in deep cortex and the hippocampus of the mouse brain

Tianyu Wang, Dimitre Ouzounov, Mengran Wang, Danielle Feng, Jean Cruz-Hernandez, Jacob Reimer, Andreas Tolias, Nozomi Nishimura, Chris Xu

Proceedings Volume 10069, 100692L (2017) https://doi.org/10.1117/12.2251220

KEYWORDS: Neurons, Multiphoton microscopy, Microscopy, Calcium, Signal to noise ratio, In vivo imaging, Neuroimaging, Brain, Brain imaging, Deep tissue imaging, Signal attenuation, Functional imaging, Luminescence, Surface plasmons

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Proceedings Article | 21 February 2017 Presentation + Paper

Nonlinear adaptive optics: aberration correction in three photon fluorescence microscopy for mouse brain imaging

David Sinefeld, Hari Paudel, Tianyu Wang, Mengran Wang, Dimitre Ouzounov, Thomas Bifano, Chris Xu

Proceedings Volume 10073, 1007314 (2017) https://doi.org/10.1117/12.2252686

KEYWORDS: Adaptive optics, Microscopy, Multiphoton fluorescence microscopy, Multiphoton microscopy, Brain imaging, Imaging systems, Spatial light modulators, Nonlinear optics, Neuroimaging, Image resolution, Brain

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Showing 5 of 11 publications

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