Entropy-Based Early-Exit in a FPGA-Based Low-Precision Neural Network

Author:

Kong Minxuan,Nunez-Yanez Jose Luis

Publisher

Springer Nature Switzerland

Reference26 articles.

1. Lentaris, G., et al.: High-performance embedded computing in space: evaluation of platforms for vision-based navigation. J. Aerosp. Inf. Syst. 15(4), 178–192 (2018)

2. Xilinx Reasearch Labs, “Fast, scalable quantized neural network inference on FPGAs," Xilinx. https://github.com/Xilinx/finn

3. Umuroglu, Y.: FINN: a framework for fast, scalable binarized neural network inference. In: 25th International Symposium on Field-Programmable Gate Arrays (2017)

4. Dai, Z., Liu, H., Le, Q. V., Tan, M.: CoAtNet: marrying convolution and attention. In: arXiv:2106.04803 (2021)

5. Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. In: arXiv:1409.1556 (2014)

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