Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning

Author:

Chen ZhenORCID,Chen ZhiboORCID,Lin Jianxin,Liu Sen,Li Weiping

Funder

National Natural Science Foundation of China

National Basic Research Program of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Model compression of deep neural network architectures for visual pattern recognition: Current status and future directions;Computers and Electrical Engineering;2024-05

2. Generative Data Free Model Quantization With Knowledge Matching for Classification;IEEE Transactions on Circuits and Systems for Video Technology;2023-12

3. An Efficient CNN Accelerator Achieving High PE Utilization Using a Dense-/Sparse-Aware Redundancy Reduction Method and Data–Index Decoupling Workflow;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2023-10

4. Exploiting Channel Similarity for Network Pruning;IEEE Transactions on Circuits and Systems for Video Technology;2023-09

5. Energy-Efficient Single-Core Hardware Acceleration;Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning;2023-07-03

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