Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectrocardiographyHumansSignal ProcessingComputer-AssistedDeep Learning
LiMO: A Lightweight MambaOut system for end-to-end IoMT ECG Diagnosis with Fully Configurable Quantization Co-Design on MCU.
Tiancheng Cao, Hongtao Li, Hen-Wei Huang
Published: 202510.1109/EMBC58623.2025.11253945
Abstract
Deep learning frameworks such as Mamba have significantly improved inference speed and computational efficiency. However, deploying them on resource-constrained edge devices on the Internet of Medical Things (IoMT) poses challenges due to the demands…
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