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most citedEnergy-efficient Deployment of Deep Learning Applications on Cortex-M based Microcontrollers using Deep Compression

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cs.LG2026

Design-Time Optimization of Deep Neural Networks for Intermittent Learning on Microcontrollers

Jakob Schubert, Maximilian Kasper, Maximilian Linke +5

We present a method for designing deep neural networks (DNNs) for intermittent, energy-autonomous, on-device learning on microcontroller units (MCUs). In mobile applications where…