English

In-sensor Computing ANN Capacitive Sensors

Signal Processing 2024-05-28 v1

Abstract

This letter proposes an in-sensor computing multiply-and-accumulate (MAC) circuit based on capacitance. The MAC circuits can constitute an artificial neural network(ANN) layer and be operated as ANN classifiers and autoencoders. The proposed circuit is a promising scheme for capacitive ANN image sensors, showing competitively high efficiency and lower power.

Keywords

Cite

@article{arxiv.2405.17295,
  title  = {In-sensor Computing ANN Capacitive Sensors},
  author = {Guihua Zhao and Yating Peng and Jiaxin Zhu and Xin Tang and Zhiyi Yu},
  journal= {arXiv preprint arXiv:2405.17295},
  year   = {2024}
}
R2 v1 2026-06-28T16:42:19.078Z