Mr. Zibu Hu Profile

Zibu Hu

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Publications (2)

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 2022 Presentation

PIC-based joint transform correlator CNN

Nicola Peserico, Hangbo Yang, Xiaoxuan Ma, Shurui Li, Zibu Hu, Mostafa Hosseini, Aydin Babakhani, Puneet Gupta, Chee Wei Wong, Volker Sorger

Proceedings Volume PC12019, PC120190L (2022) https://doi.org/10.1117/12.2613810

KEYWORDS: Optical correlators, Joint transforms, Photonic integrated circuits, Convolution, System integration, Spatial light modulators, Prototyping, Matrices, Digital micromirror devices

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