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cs.LG2026
16-bit Precision of Convolutional Neural Networks on Microcontroller Units for 8-bit Costs
Rui Liu, Benjamin Paaßen
To deploy deep neural networks on edge hardware, highly efficient inference schemes are necessary that retain high accuracy. This work presents W16A16, a high precision (16-bit), f…
cs.LG2026
Prototype Adaptation for Zero-Shot sEMG Movement Classification
Rui Liu, Benjamin Paassen
Surface electromyography (sEMG) enables the control of prostheses, allowing upper-limb amputees to re-gain some hand function. Most current research focuses on recognizing basic mo…