ATM-Net reports up to 96.93% accuracy and 87.5% power reduction by combining early exits with quantized precision, though the accuracy figure is Q8 not Q4 and the end-to-end system is never measured.
A paradigm shift in iot cyber-security: A systematic review,
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ATM-Net: Adaptive Termination and Multi-Precision Neural Networks for Energy-Harvested Edge Intelligence
ATM-Net reports up to 96.93% accuracy and 87.5% power reduction by combining early exits with quantized precision, though the accuracy figure is Q8 not Q4 and the end-to-end system is never measured.