EWS: An Energy-Efficient CNN Accelerator With Enhanced Weight Stationary Dataflow.
Chengxuan WangZongsheng WangShuaiting LiYuanming ZhangHaibin ShenKejie HuangPublished in: IEEE Trans. Circuits Syst. II Express Briefs (2024)
Keyphrases
- non stationary
- energy efficient
- wireless sensor networks
- cellular neural networks
- data flow
- parallel implementation
- compute intensive
- database machine
- parallel computing
- feature selection
- convolutional neural network
- weighting scheme
- energy efficiency
- sensor networks
- database
- field programmable gate array
- control flow
- design methodology
- mac protocol
- maximum lifetime