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Author: jannis

The concepts of muscle activity generation driven by upper limb kinematics

Posted on June 26, 2023September 5, 2023 By jannis
The concepts of muscle activity generation driven by upper limb kinematics
publication, scientific publication

Published at BioMedical Engineering OnLineMarie D. Schmidt*, Tobias Glasmachers and Ioannis Iossifidis Abstract Background: The underlying motivation of this work is to demonstrate that artificial muscle activity of known and unknown motion can be generated based on motion parameters, such as angular position, acceleration, and velocity of each joint (or the end-effector instead), which are similarly represented … Read More “The concepts of muscle activity generation driven by upper limb kinematics” »

Vom Rollator für Kinder zum intelligenten Bewegungs–From rollator for children to intelligent movement coach – BmBF.START-Interaktiv

Posted on December 27, 2022May 17, 2023 By jannis
Vom Rollator für Kinder zum intelligenten Bewegungs–From rollator for children to intelligent movement coach – BmBF.START-Interaktiv
Grant

Cerebral palsy (CP) is the most common cause of motor impairment in children. In Germany, around 22,000 children under the age of 15 are affected. To improve motor and cognitive skills in the long term, regular and sustained exercise is medically recommended. RooWalk’s walking aid promotes muscle strength, improves motor control and increases intrinsic motivation … Read More “Vom Rollator für Kinder zum intelligenten Bewegungs–From rollator for children to intelligent movement coach – BmBF.START-Interaktiv” »

Game control using an EMG and EEG-based BCI

Posted on October 15, 2022June 20, 2023 By jannis
Game control using an EMG and EEG-based BCI
teaching

Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences. Students Leon Heindl,Maik Jankowski Sebastian, Punsmann Leon Schierbach, Tom Robin Staab Supervision Aline Xavier Fidencio and M.Sc. Nique Schmidt Project site git@gitlab.hs-ruhrwest.de:autonomoussystems2021/errpotentail-bci-videogame.git

Bacherlorarbeit: Artificial Muscle Signal Generation using Generative Adversarial Networks

Posted on October 15, 2022June 20, 2023 By jannis
Bacherlorarbeit: Artificial Muscle Signal Generation using Generative Adversarial Networks
teaching

Angefertigt am 20. Dezember 2021 von Mahdi El Mesoudy

Iossifidis Lab at the Bernstein Conference 2022

Posted on September 29, 2022June 26, 2023 By jannis
Iossifidis Lab at the Bernstein Conference 2022
publication

Iossifidis Lab is participating with 5 publications at the Bernstein Conference 2022 in Berlin. Meet us from 14.09 to 16.09.2022 at the TU Berlin see also: https://www.hochschule-ruhr-west.de/die-hrw/news/details/xx/

Bernstein Conference 2022:Closed-loop adaptation of brain-machine interfaces using error-related potentials and reinforcement learning

Posted on September 29, 2022September 29, 2022 By jannis
Bernstein Conference 2022:Closed-loop adaptation of brain-machine interfaces using error-related potentials and reinforcement learning
scientific publication

Closed-loop adaptation of brain-machine interfaces using error-related potentials and reinforcement learning Aline Xavier Fidêncio1, 2, 3 , Christian Klaes1 , Ioannis Iossifidis2 University Hospital Knappschaftskrankenhaus, Ruhr University Bochum, Bochum, Germany Institute of Computer Science, Ruhr West University of Applied Sciences, Mülheim an der Ruhr, Germany Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, … Read More “Bernstein Conference 2022:Closed-loop adaptation of brain-machine interfaces using error-related potentials and reinforcement learning” »

Bernstein Conference 2022: Linking muscle activity and motion trajectory

Posted on September 29, 2022September 29, 2022 By jannis
Bernstein Conference 2022: Linking muscle activity and motion trajectory
scientific publication

Marie Dominique Schmidt1 , Ioannis Iossifidis1 Institute of Computer Science, University of Applied Science Ruhr West, Duisburger Str. 100, 45479 Mülheim an der Ruhr, Germany The upper limbs enable us to perform a variety of tasks in everyday life that require strength and a wide range of motion as well as precision. For coordinated motion, … Read More “Bernstein Conference 2022: Linking muscle activity and motion trajectory” »

Bernstein Conference 2022: Exploring Distribution Parameterizations for Distributional Continuous Control

Posted on September 29, 2022 By jannis
Bernstein Conference 2022: Exploring Distribution Parameterizations for Distributional Continuous Control
scientific publication

Felix Grün1, 2 , Muhammed Saif-ur-Rehman1 , Ioannis Iossifidis1 Department for Computer Science, Ruhr-West University of Applied Sciences, Lützowstraße 5, 46236 Bottrop, Germany Institut für Neuroinformatik, Ruhr-University Bochum, Universitätsstraße 150, 44801 Bochum, Germany The relation between the activity of dopaminergic neurons and the temporal difference error in Reinforcement Learning (RL) problems [1] is well-known to … Read More “Bernstein Conference 2022: Exploring Distribution Parameterizations for Distributional Continuous Control” »

Bernstein Conference 2022: Modeling subject specfic surface EMG features by means of deep learning

Posted on September 29, 2022September 29, 2022 By jannis
Bernstein Conference 2022: Modeling subject specfic surface EMG features by means of deep learning
scientific publication

Stephan Johann Lehmler, Muhammad Saif-Ur-Rehman, Ioannis Iossifidis Computer Science, Ruhr West University of Applied Science, 45407 Mülheim an der Ruhr, Germany Institute for Neural Computation, Ruhr-University Bochum, 44801 Bochum, Germany Bioelectrical signals gathered via surface electromyography (sEMG) are the basis of muscle-machine-interfaces (MMI), which makes accurate decoding of those signals an important step in aplications … Read More “Bernstein Conference 2022: Modeling subject specfic surface EMG features by means of deep learning” »

BernsteinConference 2022:A dataset of 3D hand transport trajectories determined by inertial measurements from a single sensor

Posted on September 29, 2022September 29, 2022 By jannis
BernsteinConference 2022:A dataset of 3D hand transport trajectories determined by inertial measurements from a single sensor
scientific publication

Susanne Blex, Tim Sziburis, Ioannis Iossifidis Department of Computer Science, Ruhr West University of Applied Sciences, 45407 Mülheim an der Ruhr, Germany Institute of Neuroinformatics, Ruhr University Bochum, 44801 Bochum, Germany In our research, we model human upper-limb motion by means of the attractor dynamics approach as a promising candidate for the generation of human-like … Read More “BernsteinConference 2022:A dataset of 3D hand transport trajectories determined by inertial measurements from a single sensor” »

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Recent Posts

  • The concepts of muscle activity generation driven by upper limb kinematics June 26, 2023
  • Vom Rollator für Kinder zum intelligenten Bewegungs–From rollator for children to intelligent movement coach – BmBF.START-Interaktiv December 27, 2022
  • Game control using an EMG and EEG-based BCI October 15, 2022
  • Bacherlorarbeit: Artificial Muscle Signal Generation using Generative Adversarial Networks October 15, 2022
  • Iossifidis Lab at the Bernstein Conference 2022 September 29, 2022

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