Hubert Toczko
Employment
Contact
- hubtoczk@student.pg.edu.pl
Publication showcase
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ReFlexeNN - the Wearable EMG Interface with Neural Network Based Gesture Classification
The electromyographic activity of muscles was measured using a wireless biofeedback device. The aim of the study was to examine the possibility of creating an automatic muscle tension classifier. Several measurement series were conducted and the participant performed simple physical exercises - forcing the muscle to increase its activity accordingly to the selected scale. A small wireless device was attached to the electrodes placed...
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A Biofeedback System that Uses the Game to Study Electrical Muscle Activity
The aim of this project was to design a system that will allow performing repetitive muscle exercises using a biofeedback device. It is supposed to enhance the motivation and attractiveness of the performed tasks thanks to an interactive game developed for mobile devices with the Android operating system. The built-in calibration mechanisms enable the users to play a game that is independent of their abilities which evens out the...
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