Prof. Mario Miscuglio Profile

Prof. Mario Miscuglio

at George Washington Univ

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Author

Publications (6)

Proceedings Article | 3 October 2022 Presentation + Paper

Batch processing and data streaming Fourier-based convolutional neural network accelerator

Zibu Hu, Shurui Li, Russell L. Schwartz, Maria Solyanik-Gorgone, Behrouz Movahhed Nouri, Mario Miscuglio, Puneet Gupta, Hamed Dalir, Volker Sorger

Proceedings Volume 12204, 1220409 (2022) https://doi.org/10.1117/12.2633917

KEYWORDS: Diffraction, Convolution, Image processing, Data processing, Digital micromirror devices, Convolutional neural networks, Machine learning, Quantization, Electronics, Binary data

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Proceedings Article | 9 March 2020 Presentation

Electro-optic perceptron towards 10^18 MAC/J-efficient photonic neural networks (Conference Presentation)

Rubab Amin, Mario Miscuglio, Bhavin Shastri, Paul Prucnal, Volker Sorger

Proceedings Volume 11299, 112990D (2020) https://doi.org/10.1117/12.2546966

KEYWORDS: Photonic devices, Energy efficiency, Photodetectors, Electrooptic modulators, Silicon photonics, Modulators, Silicon, Electro optics, Neural networks, Electronics

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Proceedings Article | 9 March 2020 Presentation

All-optical photonic integrated neural networks: a first take (Conference Presentation)

Mario Miscuglio, Teo Ting Yu, Armin Mehrabian, Robert Simpson, Volker Sorger

Proceedings Volume 11299, 112990G (2020) https://doi.org/10.1117/12.2546930

KEYWORDS: Neural networks, Picosecond phenomena, Electro optics, Thermography, Sensors, Detection and tracking algorithms, Photons, Integrated photonics, Silicon photonics, Nonlinear optics

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Proceedings Article | 9 March 2020 Presentation

Photonic convolutional processor for network edge computing (Conference Presentation)

Mario Miscuglio, Puneet Gupta, Aydin Babakhani, Chee Wei Wong, Hamed Dalir, Tarek El-Ghazawi, Volker Sorger

Proceedings Volume 11299, 112990K (2020) https://doi.org/10.1117/12.2545970

KEYWORDS: Computer networks, Data processing, Optical computing, Digital micromirror devices, Convolution, Image processing, Neural networks, Spatial filters, Electronics, Optical filters

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Proceedings Article | 8 March 2019 Presentation

Compact graphene plasmonic slot photodetector on silicon-on-insulator with high responsivity (Conference Presentation)

Zhizhen Ma, Kazuya Kikunage, Hao Wang, Shuai Sun, Rubab Amin, Mario Miscuglio, Hamed Dalir, Volker Sorger

Proceedings Volume 10927, 109270V (2019) https://doi.org/10.1117/12.2524228

KEYWORDS: Graphene, Photodetectors, Plasmonics, Silicon, Electro optics, Photonic devices, Photovoltaics, Physics, Optoelectronics

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Proceedings Article | 4 March 2019 Presentation

Monolithically Integrated TCC VCSELs with Surface-normal 2D Slow-light PC Waveguide Arrays (Conference Presentation)

Hamed Dalir, Elham Heidari, Mohammad Hosain Teimourpour, Mario Miscuglio, Volker Sorger, Ray Chen

Proceedings Volume 10924, 109240S (2019) https://doi.org/10.1117/12.2512990

KEYWORDS: Photonic integrated circuits, Vertical cavity surface emitting lasers, Mirrors, Reflectivity, Light emitting diodes, Distributed Bragg reflectors, Semiconducting wafers, Quantum wells, Refractive index, Lab on a chip

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Showing 5 of 6 publications

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