On-Sensor Binarized CNN Inference with Dynamic Model Swapping in Pixel Processor Arrays, Frontiers in Neuroscience 2022

 

Liu Y, Bose L, Fan R, Dudek P and Mayol-Cuevas W. On-sensor binarized CNN inference with dynamic model swapping in pixel processor arrays. Frontiers in Neuroscience. Neuromorphic Engineering. 15 August 2022. [PDF]

In this research, we explore novel ways to develop and deploy visual inference on the image plane including dynamically swapping CNN modules on-the-fly to fit larger models in a Pixel Processor Array.