Tuning Neural Networks for Superior Accuracy on Resource-Constrained Edge Microcontrollers

Author:

Nascimento Alexandre M.,Melo Vinícius V. de,Basgalupp Márcio P.

Publisher

Springer International Publishing

Reference38 articles.

1. H. Keshavarz, M.S. Abadeh, R. Rawassizadeh, Sefr: A fast linear-time classifier for ultra-low power devices (2020). arXiv:2006.04620

2. J. Belikov, E. Petlenkov, NN-SANARX model based control of a water tank system using embedded microcontroller arduino, in 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) vol. 1 (2019), pp. 372–377

3. L. Bernal-Escobedo, J. Santa, Machine learningbased radio access technology selection in the Internet of moving things. China Commun. 18, 13–24 (2021)

4. M.B. Daigavane, P.M. Daigavane, S. Kamble, C. Rathore, Hardware-in-loop implementation of ANN based differential protection of transformer, in IEEE International WIE Conference on Electrical and Computer Engineering (WIECON-ECE) (2018), pp. 80–83

5. C. Davison, A. Hamilton, O. Marko, R. Atkinson, C. Michie, V. Crnojević, I. Andonovic, X. Bellekens, C. Tachtatzis, Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks. Sensors 21, 12 (2021)

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