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An Energy Efficient ECG Ventricular Ectopic Beat Classifier Using Binarized CNN for Edge AI Devices.

, , , , and . IEEE Trans. Biomed. Circuits Syst., 16 (2): 222-232 (2022)

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Special Section on Edge AI and Accelerators., , and . IEEE Open J. Circuits Syst., (2021)Complexity Reduction of CNNs using Multi-Scale Group Convolution for IoT Edge Sensors., , , , and . ICECS 2022, page 1-4. IEEE, (2022)Low Complexity ECG Biometric Authentication for IoT Edge Devices., , and . ICTA, page 145-146. IEEE, (2020)Evaluation of Power-of-two Quantization for Multiplier-less Near-Memory and In-Memory Computing Schemes for Biomedical Applications., , , , and . NorCAS, page 1-5. IEEE, (2023)Study of Electrode Locations for Joint Acquisition of Impedance- and Electro-cardiography Signals., , , , , , , , and . EMBC, page 7264. IEEE, (2021)Correcting ADC jitter using DPLL timing error signal., , , , and . NEWCAS, page 1-5. IEEE, (2023)A 1D Convolutional Neural Network for Heartbeat Classification from Single Lead ECG., , and . ICECS, page 1-2. IEEE, (2020)Classification of ECG based on Hybrid Features using CNNs for Wearable Applications., , , , and . AICAS, page 1-4. IEEE, (2023)Resource and Energy Efficient Implementation of ECG Classifier Using Binarized CNN for Edge AI Devices., , , , and . ISCAS, page 1-5. IEEE, (2021)Continuous User Authentication Using IoT Wearable Sensors., , , , , and . ISCAS, page 1-5. IEEE, (2021)