Shurui Li

Shurui Li

Ph.D. Candidate at UCLA, Specialized in Deep Learning Accelerator, Optical Neural Network, and Computer Architecture

Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators

Published in ArXiV, 2021

Recommended citation: Li, S., Miscuglio, M., Sorger, V.J. and Gupta, P., 2020. Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators. arXiv preprint arXiv:2011.07391. https://arxiv.org/pdf/2011.07391.pdf

The original channel tiling paper, which proposed a tiling method to significanlty improve the utilization of free-space optical neural network accelerators.

Download paper here

BibTeX citation:

@article{li2020channel, title={Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators}, author={Li, Shurui and Miscuglio, Mario and Sorger, Volker J and Gupta, Puneet}, journal={arXiv preprint arXiv:2011.07391}, year={2020} }