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- research-articleSeptember 2024
ZIP-CNN: Design Space Exploration for CNN Implementation within a MCU
- Thomas Garbay,
- Khalil Hachicha,
- Petr Dobias,
- Andrea Pinna,
- Karim Hocine,
- Wilfried Dron,
- Pedro Lusich,
- Imane Khalis,
- Bertrand Granado
ACM Transactions on Embedded Computing Systems (TECS), Volume 24, Issue 1Article No.: 5, Pages 1–26https://doi.org/10.1145/3691343Embedded systems based on Microcontroller Units (MCUs) often gather significant quantities of data and solve various issues. Convolutional Neural Networks (CNNs) have proven their effectiveness in solving computer vision and natural language processing ...
- research-articleJune 2021
The synergy of complex event processing and tiny machine learning in industrial IoT
DEBS '21: Proceedings of the 15th ACM International Conference on Distributed and Event-based SystemsPages 126–135https://doi.org/10.1145/3465480.3466928Focusing on comprehensive networking, the Industrial Internet-of-Things (IIoT) facilitates efficiency and robustness in factory operations. Various intelligent sensors play a central role, as they generate a vast amount of real-time data that can ...