"energy-efficient inference" Papers

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E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS

Ziyang Zhang, Yang Zhao, Ming-Ching Chang et al.

AAAI 2025paperarXiv:2503.04865

GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL

Lang Qin, Ziming Wang, Runhao Jiang et al.

AAAI 2025paperarXiv:2404.15597

SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking

Xingrun Xing, Boyan Gao, Zheng Liu et al.

ICLR 2025arXiv:2407.04752

Towards Efficient Spiking Transformer: a Token Sparsification Framework for Training and Inference Acceleration

Zhengyang Zhuge, Peisong Wang, Xingting Yao et al.