Enabling resource-efficient edge intelligence with compressive sensing-based deep learning

Author:

Machidon Alina1,Pejović Veljko1

Affiliation:

1. University of Ljubljana, Ljubljana, Slovenia

Funder

Javna Agencija za Raziskovalno Dejavnost RS

Publisher

ACM

Reference46 articles.

1. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: A system for large-scale machine learning. In 12th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 16). 265--283. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: A system for large-scale machine learning. In 12th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 16). 265--283.

2. A public domain dataset for human activity recognition using smartphones;Anguita Davide;Esann,2013

3. Dynamically Sacrificing Accuracy for Reduced Computation: Cascaded Inference Based on Softmax Confidence

4. Tolga Bolukbasi , Joseph Wang , Ofer Dekel , and Venkatesh Saligrama . 2017 . Adaptive neural networks for efficient inference . In Int. Conf. on Machine Learning (ICML) . Sydney, Australia. Tolga Bolukbasi, Joseph Wang, Ofer Dekel, and Venkatesh Saligrama. 2017. Adaptive neural networks for efficient inference. In Int. Conf. on Machine Learning (ICML). Sydney, Australia.

5. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

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