Edge AI on Constrained IoT Devices: Quantization Strategies for Model Optimization
Author:
Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-66428-1_35
Reference31 articles.
1. Sabovic, A., et al.: Towards energy-aware tinyML on battery-less IoT devices. Internet of Things 22, 100736 (2023)
2. Islam, Md.S., et al.: Confidential execution of deep learning inference at the untrusted edge with ARM TrustZone. In: Proceedings of the Thirteenth ACM Conference on Data and Application Security and Privacy, 2023
3. Lin, J., et al.: Tiny machine learning: progress and futures [feature]. IEEE Circ. Syst. Mag. 23(3), 8–34 (2023)
4. Abadade, Y., et al.: A comprehensive survey on Tinyml. IEEE Access (2023)
5. Rokh, B., Azarpeyvand, A., Khanteymoori, A.: A comprehensive survey on model quantization for deep neural networks in image classification. ACM Trans. Intell. Syst. Technol. 14(6), 1–50 (2023)
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