Exploring Heterogeneous Algorithms for Accelerating Deep Convolutional Neural Networks on FPGAs
Author:
Affiliation:
1. Center for Energy-efficient Computing and Applications, EECS, Peking University
2. Department of Information Engineering, Chinese University of Hong Kong and SenseTime Group Limited
3. SenseTime Group Limited
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3061639.3062244
Reference27 articles.
1. Fused-layer CNN accelerators
2. A programmable parallel accelerator for learning and classification
3. A dynamically configurable coprocessor for convolutional neural networks
4. DianNao
5. Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks
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