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Building an internal model of a myoelectric prosthesis via closed-loop control for consistent and routine gras**

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  1. Article

    Open Access

    Encoding contact size using static and dynamic electrotactile finger stimulation: natural decoding vs. trained cues

    Electrotactile stimulation through matrix electrodes is a promising technology to restore high-resolution tactile feedback in extended reality applications. One of the fundamental tactile effects that should b...

    Mauricio Carlos Henrich, Martin A. Garenfeld in Experimental Brain Research (2024)

  2. Article

    Open Access

    Brain computer interface training with motor imagery and functional electrical stimulation for patients with severe upper limb paresis after stroke: a randomized controlled pilot trial

    Restorative Brain–Computer Interfaces (BCI) that combine motor imagery with visual feedback and functional electrical stimulation (FES) may offer much-needed treatment alternatives for patients with severely i...

    Iris Brunner, Camilla Biering Lundquist in Journal of NeuroEngineering and Rehabilita… (2024)

  3. Article

    Open Access

    EMG feedback improves gras** of compliant objects using a myoelectric prosthesis

    Closing the control loop in myoelectric prostheses by providing artificial somatosensory feedback is recognized as an important goal. However, designing a feedback interface that is effective in realistic cond...

    Jack Tchimino, Jakob Lund Dideriksen in Journal of NeuroEngineering and Rehabilita… (2023)

  4. Article

    Open Access

    The impact of walking on the perception of multichannel electrotactile stimulation in individuals with lower-limb amputation and able-bodied participants

    One of the drawbacks of lower-limb prostheses is that they do not provide explicit somatosensory feedback to their users. Electrotactile stimulation is an attractive technology to restore such feedback because...

    Romain Valette, Jose Gonzalez-Vargas in Journal of NeuroEngineering and Rehabilita… (2023)

  5. Article

    Open Access

    Encoding force modulation in two electrotactile feedback parameters strengthens sensory integration according to maximum likelihood estimation

    Bidirectional human–machine interfaces involve commands from the central nervous system to an external device and feedback characterizing device state. Such feedback may be elicited by electrical stimulation o...

    Shima Gholinezhad, Dario Farina, Strahinja Dosen, Jakob Dideriksen in Scientific Reports (2023)

  6. Article

    Open Access

    A review of user needs to drive the development of lower limb prostheses

    The development of bionic legs has seen substantial improvements in the past years but people with lower-limb amputation still suffer from impairments in mobility (e.g., altered balance and gait control) due t...

    Sabina Manz, Romain Valette in Journal of NeuroEngineering and Rehabilita… (2022)

  7. Article

    Open Access

    Combined spatial and frequency encoding for electrotactile feedback of myoelectric signals

    Electrotactile stimulation has been commonly used in human–machine interfaces to provide feedback to the user, thereby closing the control loop and improving performance. The encoding approach, which defines t...

    Sara Nataletti, Fabrizio Leo, Jakob Dideriksen, Luca Brayda in Experimental Brain Research (2022)

  8. Article

    Open Access

    Reducing the number of EMG electrodes during online hand gesture classification with changing wrist positions

    Myoelectric control based on hand gesture classification can be used for effective, contactless human–machine interfacing in general applications (e.g., consumer market) as well as in the clinical context. How...

    Luis Pelaez Murciego, Mauricio C. Henrich in Journal of NeuroEngineering and Rehabilita… (2022)

  9. Article

    Open Access

    A compact system for simultaneous stimulation and recording for closed-loop myoelectric control

    Despite important advancements in control and mechatronics of myoelectric prostheses, the communication between the user and his/her bionic limb is still unidirectional, as these systems do not provide somatos...

    Martin A. Garenfeld, Nikola Jorgovanovic in Journal of NeuroEngineering and Rehabilita… (2021)

  10. Article

    Open Access

    Immersive augmented reality system for the training of pattern classification control with a myoelectric prosthesis

    Hand amputation can have a truly debilitating impact on the life of the affected person. A multifunctional myoelectric prosthesis controlled using pattern classification can be used to restore some of the lost...

    Alexander Boschmann, Dorothee Neuhaus in Journal of NeuroEngineering and Rehabilita… (2021)

  11. Article

    Open Access

    Psychometric characterization of incidental feedback sources during gras** with a hand prosthesis

    A prosthetic system should ideally reinstate the bidirectional communication between the user’s brain and its end effector by restoring both motor and sensory functions lost after an amputation. However, curre...

    Meike Annika Wilke, Christian Niethammer in Journal of NeuroEngineering and Rehabilita… (2019)

  12. Article

    Open Access

    Improving bimanual interaction with a prosthesis using semi-autonomous control

    The loss of a hand is a traumatic experience that substantially compromises an individual’s capability to interact with his environment. The myoelectric prostheses are state-of-the-art (SoA) functional replace...

    Robin Volkmar, Strahinja Dosen in Journal of NeuroEngineering and Rehabilita… (2019)

  13. Article

    Open Access

    Myocontrol is closed-loop control: incidental feedback is sufficient for scaling the prosthesis force in routine gras**

    Sensory feedback is critical for gras** in able-bodied subjects. Consequently, closing the loop in upper-limb prosthetics by providing artificial sensory feedback to the amputee is expected to improve the pr...

    Marko Markovic, Meike A. Schweisfurth in Journal of NeuroEngineering and Rehabilita… (2018)

  14. Article

    Open Access

    The clinical relevance of advanced artificial feedback in the control of a multi-functional myoelectric prosthesis

    To effectively replace the human hand, a prosthesis should seamlessly respond to user intentions but also convey sensory information back to the user. Restoration of sensory feedback is rated highly by the pro...

    Marko Markovic, Meike A. Schweisfurth in Journal of NeuroEngineering and Rehabilita… (2018)

  15. Article

    Open Access

    Tactile feedback is an effective instrument for the training of gras** with a prosthesis at low- and medium-force levels

    Gras** is a complex task routinely performed in an anticipatory (feedforward) manner, where sensory feedback is responsible for learning and updating the internal model of grasp dynamics. This study aims at ...

    Alessandro Marco De Nunzio, Strahinja Dosen, Sabrina Lemling in Experimental Brain Research (2017)

  16. Article

    Open Access

    Proportional estimation of finger movements from high-density surface electromyography

    The importance to restore the hand function following an injury/disease of the nervous system led to the development of novel rehabilitation interventions. Surface electromyography can be used to create a user...

    Nicolò Celadon, Strahinja Došen, Iris Binder in Journal of NeuroEngineering and Rehabilita… (2016)

  17. Article

    Open Access

    EMG Biofeedback for online predictive control of gras** force in a myoelectric prosthesis

    Active hand prostheses controlled using electromyography (EMG) signals have been used for decades to restore the gras** function, lost after an amputation. Although myocontrol is a simple and intuitive inter...

    Strahinja Dosen, Marko Markovic, Kelef Somer in Journal of NeuroEngineering and Rehabilita… (2015)

  18. Article

    Open Access

    The impact of the stimulation frequency on closed-loop control with electrotactile feedback

    Electrocutaneous stimulation can restore the missing sensory information to prosthetic users. In electrotactile feedback, the information about the prosthesis state is transmitted in the form of pulse trains. ...

    Liliana P Paredes, Strahinja Dosen in Journal of NeuroEngineering and Rehabilita… (2015)

  19. Article

    Open Access

    Time-division multiplexing for myoelectric closed-loop control using electrotactile feedback

    Restoring sensory feedback in myoelectric prostheses is still an open challenge. Closing the loop might lead to a more effective utilization and better integration of these systems into the body scheme of the ...

    Strahinja Dosen, Marie-Caroline Schaeffer in Journal of NeuroEngineering and Rehabilita… (2014)

  20. Article

    Open Access

    Cognitive vision system for control of dexterous prosthetic hands: Experimental evaluation

    Dexterous prosthetic hands that were developed recently, such as SmartHand and i-LIMB, are highly sophisticated; they have individually controllable fingers and the thumb that is able to abduct/adduct. This fl...

    Strahinja Došen, Christian Cipriani in Journal of NeuroEngineering and Rehabilita… (2010)