Towards efficient deep spiking neural networks construction with spiking activity based pruning

Yaxin Li; Qi Xu; Jiangrong Shen; Hongming Xu; Long Chen; Gang Pan

2024 ICML ICML 2024

Towards efficient deep spiking neural networks construction with spiking activity based pruning

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan

Topics

Artificial Intelligence > Core AI > Model Compression Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks

Keywords

synaptic plasticity spiking neural network convolutional kernel structured pruning low power consumption dynamic sparse learning

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