18 citations · 61 across the 11 of their papers we have counts for
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cs.ET2020★ 5 cited
Channel Tiling for Improved Performance and Accuracy of Optical Neural Network Accelerators
Shurui Li, Mario Miscuglio, Volker J. Sorger +1
Low latency, high throughput inference on Convolution Neural Networks (CNNs) remains a challenge, especially for applications requiring large input or large kernel sizes. 4F optics…
cs.ET2019
A Winograd-based Integrated Photonics Accelerator for Convolutional Neural Networks
Armin Mehrabian, Mario Miscuglio, Yousra Alkabani +2
Neural Networks (NNs) have become the mainstream technology in the artificial intelligence (AI) renaissance over the past decade. Among different types of neural networks, convolut…