A Novel Fusion Pruning Algorithm Based on Information Entropy Stratification and IoT Application

To further reduce the size of the neural network model and enable the network to be deployed on mobile devices, a novel fusion pruning algorithm based on information entropy stratification is proposed in this paper. Firstly, the method finds similar filters and removes redundant parts by Affinity Pr...

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Bibliographic Details
Main Authors: Hu, M. (Author), Li, M. (Author), Peng, S.-L (Author), Tan, J. (Author), Zhao, M. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Online Access:View Fulltext in Publisher