Raul Simpetru (M.Sc.)

2025

Journal Articles

• Simpetru R., Braun D., Simon A., März M., Cnejevici V., Souza de Oliveira D., Weber N., Walter J., Franke J., Höglinger D., Prahm C., Ponfick M., Del Vecchio A.:
  MyoGestic: EMG interfacing framework for decoding multiple spared motor dimensions in individuals with neural lesions
  In: Science Advances 11 (2025)
  ISSN: 2375-2548
  DOI: 10.1126/sciadv.ads9150
  URL: https://www.science.org/doi/10.1126/sciadv.ads9150
  BibTeX: Download

2024

Journal Articles

• Simpetru R., Souza de Oliveira D., Ponfick M., Del Vecchio A.:
  Identification of Spared and Proportionally Controllable Hand Motor Dimensions in Motor Complete Spinal Cord Injuries Using Latent Manifold Analysis
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 32 (2024), p. 3741-3750
  ISSN: 1534-4320
  DOI: 10.1109/TNSRE.2024.3472063
  BibTeX: Download
• Simpetru R., Arkudas A., Braun D., Oßwald M., Souza de Oliveira D., Eskofier B., Kinfe TM., Del Vecchio A.:
  Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks
  In: IEEE Transactions on Biomedical Engineering (2024), p. 1-12
  ISSN: 0018-9294
  DOI: 10.1109/TBME.2024.3432800
  BibTeX: Download
• Pfenning S., Simpetru R., Pollak N., Del Vecchio A., Fey D.:
  ANALYSIS OF EMBEDDED GPU ARCHITECTURES FOR AI IN NEUROMUSCULAR APPLICATIONS
  In: IADIS International Journal on Computer Science and Information Systems 19 (2024), p. 1-14
  ISSN: 1646-3692
  DOI: 10.33965/ijcsis_2024190101
  URL: http://www.iadisportal.org/ijcsis/papers/2024190101.pdf
  BibTeX: Download
• Simpetru R., Cnejevici V., Farina D., Del Vecchio A.:
  Influence of spatio-temporal filtering on hand kinematics estimation from high-density EMG signals
  In: Journal of Neural Engineering 21 (2024), p. 026014
  ISSN: 1741-2560
  DOI: 10.1088/1741-2552/ad3498
  BibTeX: Download
• Küderle A., Ullrich M., Roth N., Ollenschläger M., Ibrahim A., Moradi H., Richer R., Seifer AK., Zürl M., Simpetru R., Herzer L., Prossel D., Kluge F., Eskofier B.:
  Gaitmap – An Open Ecosystem for IMU-based Human Gait Analysis and Algorithm Benchmarking
  In: IEEE Open Journal of Engineering in Medicine and Biology (2024), p. 1-10
  ISSN: 2644-1276
  DOI: 10.1109/OJEMB.2024.3356791
  BibTeX: Download
• Tsay J., Steadman N., Fleming M., Gann M., Di Giulio I., Graef C., Han J., Jayasinghe K., Mitchell M., Chen R., Raheel K., Semedo E., Simpetru R., Utami KP., Williams A., Zhu Z., Stagg C., Haar S.:
  Bridging the gap between experimental control and ecological validity in human sensorimotor science
  In: The Journal of Physiology (2024)
  ISSN: 0022-3751
  DOI: 10.1113/JP287037
  BibTeX: Download

2023

Journal Articles

• Simpetru R., März M., Del Vecchio A.:
  Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography
  In: IEEE Transactions on Neural Systems and Rehabilitation Engineering 31 (2023), p. 3118-3131
  ISSN: 1534-4320
  DOI: 10.1109/TNSRE.2023.3295060
  BibTeX: Download
• Küderle A., Richer R., Simpetru R., Eskofier B.:
  tpcp: Tiny Pipelines for Complex Problems - A set of framework independent helpers for algorithms development and evaluation
  In: Journal of Open Source Software 8 (2023), p. 4953
  ISSN: 2475-9066
  DOI: 10.21105/joss.04953
  URL: https://joss.theoj.org/papers/10.21105/joss.04953
  BibTeX: Download

Conference Contributions

• Pfenning S., Simpetru R., Pollak N., Del Vecchio A., Fey D.:
  EVALUATION OF GPU-CENTRIC EMBEDDED ARCHITECTURES IN THE FIELD OF NEUROMUSCULAR EMG-BASED AI
  20th International Conference Applied Computing, AC 2023 and the 22nd International Conference WWW/Internet, ICWI 2023 (Funchal, Madeira Island, PRT, 21. October 2023 - 23. October 2023)
  In: International Conferences on Applied Computing 2023, AC 2023 and WWW/Internet 2023, ICWI 2023 2023
  BibTeX: Download

2022

Conference Contributions

• Simpetru R., Oßwald M., Braun D., Souza de Oliveira D., Cakici A., Del Vecchio A.:
  Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, UK, 11. July 2022 - 15. July 2023)
  DOI: 10.1109/EMBC48229.2022.9870937
  BibTeX: Download
• Cakici A., Oßwald M., Souza de Oliveira D., Braun D., Simpetru R., Kinfe TM., Eskofier B., Del Vecchio A.:
  A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements
  44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2022 (Scottish Event Campus, Glasgow, 11. July 2022 - 15. July 2022)
  DOI: 10.1109/EMBC48229.2022.9870914
  BibTeX: Download