FlexNPU: a dataflow-aware flexible deep learning accelerator for energy-efficient edge devices
This paper introduces FlexNPU, a Flexible Neural Processing Unit, which adopts agile design principles to enable versatile dataflows, enhancing energy efficiency. Unlike conventional convolutional neural network accelerator architectures that adhere to fixed dataflows (such as input, weight, output,...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2025-06-01
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| Series: | Frontiers in High Performance Computing |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fhpcp.2025.1570210/full |
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