Runtime Row/Column Activation Pruning for ReRAM-based Processing-in-Memory DNN Accelerators

Author:

Jiang Xikun1,Shen Zhaoyan1,Sun Siqing2,Yin Ping2,Jia Zhiping1,Ju Lei3,Zhang Zhiyong1,Yu Dongxiao1

Affiliation:

1. School of Computer Science and Technology, Shandong University,Qingdao,China

2. Cloud Inspur Information Technology Co., Ltd.

3. School of Cyber Science and Technology, Shandong University,Qingdao,China

Publisher

IEEE

Reference19 articles.

1. Very deep convolutional networks for large-scale image recognition;simonyan;International Conference on Learning Representations (ICLR),2015

2. ISAAC

3. Prediction Based Execution on Deep Neural Networks

4. PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning

5. Learning the sparsity for ReRAM

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