Incremental Layers Resection: A Novel Method to Compress Neural Networks
In recent years, deep neural networks (DNNs) have been widely applied in many areas, such as computer vision and pattern recognition. However, we observe that most of the DNNs include redundant layers. Hence, in this paper, we introduce a novel method named incremental layers resection (ILR) to rese...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8895799/ |