Photonics-Based Cholesky Decomposition

Mahsa Salmani; Enxiao Luan; Sreenil Saha; Behrooz Semnani; Armaghan Eshaghi

2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference
OSA Technical Digest (Optica Publishing Group, 2021),
paper ci_4_4

Photonics-Based Cholesky Decomposition

Mahsa Salmani, Enxiao Luan, Sreenil Saha, Behrooz Semnani, and Armaghan Eshaghi

The European Conference on Lasers and Electro-Optics 2021

Munich Germany
21–25 June 2021
ISBN: 978-1-6654-1876-8

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Emerging Technologies for Telecommunications (ci_4)

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M. Salmani, E. Luan, S. Saha, B. Semnani, and A. Eshaghi, "Photonics-Based Cholesky Decomposition," in 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, OSA Technical Digest (Optica Publishing Group, 2021), paper ci_4_4.

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Abstract

In this paper, a photonic computing architecture for Cholesky decomposition implementation is proposed. By exploiting the bandwidth and lossless light propagation, the proposed architecture provides a significant improvement in time efficiency as compared to GPUs.

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