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…