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07/22/2022
Latent Space Unsupervised Semantic Segmentation
The development of compact and energy-efficient wearable sensors has led...
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01/11/2022
Adherence Forecasting for Guided Internet-Delivered Cognitive Behavioral Therapy: A Minimally Data-Sensitive Approach
Internet-delivered psychological treatments (IDPT) are seen as an effect...
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11/27/2021
Reinforcement Learning-based Switching Controller for a Milliscale Robot in a Constrained Environment
This work presents a reinforcement learning-based switching control mech...
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07/01/2021
Long-Short Ensemble Network for Bipolar Manic-Euthymic State Recognition Based on Wrist-worn Sensors
Manic episodes of bipolar disorder can lead to uncritical behaviour and ...
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07/29/2020
A Flexible and Modular Body-Machine Interface for Individuals Living with Severe Disabilities
This paper presents a control interface to translate the residual body m...
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12/21/2019
Unsupervised Domain Adversarial Self-Calibration for Electromyographic-based Gesture Recognition
Surface electromyography (sEMG) provides an intuitive and non-invasive i...
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12/16/2019
Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition
Within sEMG-based gesture recognition, a chasm exists in the literature ...
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11/30/2019
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features
The research in myoelectric control systems primarily focuses on extract...
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01/10/2018