WCCI 2026 · Accepted

MotiMem: Motion-Aware Approximate Memory for Energy-Efficient Neural Perception in Autonomous Vehicles.

Haohua Que, Mingkai Liu, Jiayue Xie, Haojia Gao, Jiajun Sun, Hongyi Xu, Handong Yao, Fei Qiao.

IEEE World Congress on Computational Intelligence / International Joint Conference on Neural Networks (WCCI / IJCNN)

Cite this paper

@inproceedings{que2026motimem,
  author        = {Que, Haohua and Liu, Mingkai and Xie, Jiayue and Gao, Haojia and Sun, Jiajun and Xu, Hongyi and Yao, Handong and Qiao, Fei},
  title         = {{MotiMem}: Motion-Aware Approximate Memory for Energy-Efficient Neural Perception in Autonomous Vehicles},
  booktitle     = {IEEE World Congress on Computational Intelligence / International Joint Conference on Neural Networks (WCCI / IJCNN)},
  year          = {2026},
  eprint        = {2603.27108},
  archivePrefix = {arXiv},
  note          = {To appear}
}

Research thread

Onboard perception

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