Better Scalability: Improvement of Block-Based CNN Accelerator for FPGAs
As Convolutional Neural Networks (CNN) have become widely used, numerous accelerators have been designed, which are mainly divided into two architectures: Overlay architecture with a single Processing Element (PE) array and Dataflow architecture with one PE array per layer. Overlay architecture acce...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2024-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10786991/ |
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