AxR-NN: Approximate Computation Reuse for Energy-Efficient Convolutional Neural Networks

Author:

Ma Dongning1,Yin Xunzhao2,Niemier Michael3,Hu X. Sharon3,Jiao Xun1

Affiliation:

1. Villanova University, Villanova, PA, USA

2. Zhejiang University, Hangzhou, China

3. University of Notre Dame, Notre Dame, IN, USA

Publisher

ACM

Reference26 articles.

1. Physics-based circuit-compatible spice model for ferroelectric transistors;Aziz Ahmedullah;IEEE Electron Device Letters,2016

2. Gregory Cohen et al. Emnist: an extension of mnist to handwritten letters. arXiv preprint arXiv:1702.05373 2017. Gregory Cohen et al. Emnist: an extension of mnist to handwritten letters. arXiv preprint arXiv:1702.05373 2017.

3. Zidong Du et al. Leveraging the error resilience of neural networks for designing highly energy efficient accelerators. IEEE TCAD. Zidong Du et al. Leveraging the error resilience of neural networks for designing highly energy efficient accelerators. IEEE TCAD.

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