Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition

Author:

Burrello Alessio1,Morghet Francesco Bianco2,Scherer Moritz3,Benatti Simone4,Benini Luca1,Macii Enrico5,Poncino Massimo2,Pagliari Daniele Jahier2

Affiliation:

1. DEI, Universitá di Bologna,Bologna,Italy

2. Politecnico di Torino,Department of Control and Computer Engineering,Turin,Italy

3. ETH Zurich,Integrated Systems Laboratory,Switzerland

4. University of Modena and Reggio Emilia,Department of Sciences and Methods for Engineering,Italy

5. Politecnico di Torino,Interuniversity Department of Regional and Urban Studies and Planning,Turin,Italy

Publisher

IEEE

Reference26 articles.

1. Bert: Pre-training of deep bidirectional transformers for language understanding;devlin;ArXiv Preprint,2018

2. Language models are few-shot learners;brown;ArXiv Preprint,2020

3. An image is worth 16×16 words: Transformers for image recognition at scale;dosovitskiy;ArXiv Preprint,2020

4. Searching for MobileNetV3

5. Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks

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