@article{6346,
  author       = {Manavar, Neevkumar Hareshbhai and Meyer, Hanno Gerd and Waßmuth, Joachim and Hammer, Barbara and Schneider, Axel},
  issn         = {2673-3129},
  journal      = {Frontiers in Medical Technology},
  publisher    = {Frontiers Media SA},
  title        = {{ATTNFNET: feature aware depth-to-pressure translation with cGAN training}},
  doi          = {10.3389/fmedt.2025.1621922},
  volume       = {7},
  year         = {2025},
}

@inproceedings{5976,
  author       = {Sanaullah, Sanaullah and Honda, Hirotada and Roy, Kaushik and Schneider, Axel and Waßmuth, Joachim and Jungeblut, Thorsten},
  booktitle    = {2025 22nd International Learning and Technology Conference (L&T)},
  location     = {Jeddah, Saudi Arabia},
  pages        = {274--279},
  publisher    = {IEEE},
  title        = {{Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*}},
  doi          = {10.1109/LT64002.2025.10941536},
  year         = {2025},
}

@article{5366,
  author       = {Sanaullah, Sanaullah and Schneider, Axel and Waßmuth, Joachim and Rückert, Ulrich and Jungeblut, Thorsten},
  issn         = {23527110},
  journal      = {SoftwareX},
  publisher    = {Elsevier BV},
  title        = {{RAVSim v2.0: Enhanced visualization and comparative analysis for neural network models}},
  doi          = {10.1016/j.softx.2024.102006},
  volume       = {29},
  year         = {2025},
}

@techreport{5498,
  author       = {Hammer, Barbara and Alaçam, Özge and Arlinghaus, Clarissa Sabrina and Brinkmann, Mona and Dörksen, Helene and Hoeken, Sanne and Jungeblut, Thorsten and Knaup, Julian and Leite, Daniel and Lohweg, Volker and Maier, Günter W. and Ngonga Ngomo, Axel-Cyrille and Othman, Alaa and Peitz, Sebastian and Platzner, Marco and Pütz, Ole and Röcker, Carsten and Röder, Michael and Schenck, Wolfram and Schneider, Axel and Schwandt, Silke and Spliethoff, Sophie and Straat, Michiel and Sürmeli, Baris Gün and Vollmer, Anna-Lisa and Zarrieß, Sina},
  publisher    = {Bielefeld University},
  title        = {{Sustainable Life-Cycle of Intelligent Socio-Technical Systems}},
  doi          = {10.4119/UNIBI/2992602},
  year         = {2024},
}

@inproceedings{5050,
  author       = {Grimmelsmann, Nils and Mechtenberg, Malte and Vieth, Markus and Hammer, Barbara and Schneider, Axel},
  booktitle    = {Shaping Trustworthy AI: Opportunities, Innovation, and Achievements for Reliable Approaches},
  editor       = {Kuhl, Ulrike },
  location     = {Bielefeld},
  publisher    = {DataNinja sAIOnARA Conference},
  title        = {{Prediction of Intermuscular Co-contraction Based on the sEMG of Only One Muscle With the Same Biomechanical Direction of Action}},
  doi          = {10.11576/DATANINJA-1168},
  year         = {2024},
}

@inproceedings{4832,
  author       = {Grimmelsmann, Nils and Mechtenberg, Malte and Schneider, Axel},
  booktitle    = {Nr. 1 (2024): Kongress KI@HSBI2023 Solutions im Fokus -Posterbeiträge-},
  issn         = {2943-3509},
  location     = {Bielefeld},
  number       = {2024},
  pages        = {6--8},
  publisher    = {Schriftenreihe des Institute for Data Science Solutions},
  title        = {{Predicting the Extent of Co-Activation of One Muscle Head by sEMG-Measurements from the Other Muscle Head of the Biceps Brachii Using Linear Regression and Shallow Feedforward Neural Networks}},
  doi          = { 10.60802/SIDAS.2024.1},
  volume       = {1},
  year         = {2024},
}

@inproceedings{4833,
  author       = {Jünemann, Philipp and Schneider, Axel and Waßmuth, Joachim and Mechtenberg, Malte},
  booktitle    = {Kongress KI@HSBI2023 Solutions im Fokus - Posterbeiträge},
  issn         = {2943-3509},
  location     = {Bielefeld},
  number       = {1},
  pages        = {16--17},
  publisher    = {iDas - Institute for Data Science Solutions of HSBI},
  title        = {{Comparative Study of a Parameter Tuned Bioinspired Binaural Sound Source Localization Algorithm and a Standard Beamformer}},
  doi          = {https://doi.org/10.60802/sidas.2024.1},
  year         = {2024},
}

@inproceedings{4823,
  author       = {Grimmelsmann, Nils and Mechtenberg, Malte and Vieth, Markus and Schulz, Alexander and Hammer, Barbara and Schneider, Axel},
  booktitle    = {Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies},
  editor       = {Pedro Guarino, Maria   and Hotta, Kazuhiro  and Yousef , Malik  and Liu , Hui  and Saggio , Giovanni  and Fred, Ana  and Gamboa , Hugo },
  isbn         = {978-989-758-688-0},
  issn         = {2184-4305},
  location     = {Rome, Italy},
  pages        = {611--621},
  publisher    = {SCITEPRESS - Science and Technology Publications},
  title        = {{Predicting the Level of Co-Activation of One Muscle Head from the Other Muscle Head of the Biceps Brachii Muscle by Linear Regression and Shallow Feedforward Neural Networks}},
  doi          = {10.5220/0012368700003657},
  year         = {2024},
}

@inproceedings{4825,
  author       = {Mechtenberg, Malte and Grimmelsmann, Nils and Schneider, Axel},
  booktitle    = {Nr. 1 (2024): Kongress KI@HSBI2023 Solutions im Fokus -Posterbeiträge-},
  issn         = {2943-3509},
  location     = {Bielefeld},
  number       = {1},
  pages        = {24--25},
  title        = {{Improvement of sEMG Exoskeleton Control Based on Prediction of the Myotendinous System State}},
  doi          = {10.60802/SIDAS.2024.1},
  volume       = {1},
  year         = {2024},
}

@inproceedings{4826,
  author       = {Mechtenberg, Malte and Grimmelsmann, Nils and Schneider, Axel},
  booktitle    = {Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies},
  editor       = {Pedro Guarino, Maria and Hotta, Kazuhiro  and Yousef , Malik  and Liu , Hui  and Saggio , Giovanni  and Fred, Ana  and Gamboa , Hugo },
  isbn         = {978-989-758-688-0},
  issn         = {2184-4305},
  location     = {Rome, Italy},
  pages        = {629--636},
  publisher    = {SCITEPRESS - Science and Technology Publications},
  title        = {{A New Algorithm for Innervation Zone Estimation Using Surface Electromyography: A Simulation Study Based on a Simulator for Continuous sEMGs}},
  doi          = {10.5220/0012375100003657},
  year         = {2024},
}

@inproceedings{4678,
  author       = {Hunke, Kevin and Engelmann, Jacob and Schneider, Axel},
  booktitle    = {Kongress KI@HSBI2023 Solutions im Fokus - Posterbeiträge },
  editor       = {Institute for Data Science Solutions, iDas},
  location     = {Bielefeld},
  number       = {1},
  pages        = {11--13},
  publisher    = {Schriftenreihe des Institute for Data Science Solutions},
  title        = {{Bioinspired Feature Extraction for the Electric Field-based Determination of Object Size and Position}},
  doi          = {10.60802/SIDAS.2024.1},
  volume       = {1},
  year         = {2024},
}

@article{3765,
  author       = {Jünemann, Philipp and Schneider, Axel and Waßmuth, Joachim},
  issn         = {1748-3190},
  journal      = {Bioinspiration & Biomimetics},
  number       = {5},
  publisher    = {IOP Publishing},
  title        = {{Direction-of-arrival estimation for acoustic signals based on direction-dependent parameter tuning of a bioinspired binaural coupling system}},
  doi          = {10.1088/1748-3190/ace50a},
  volume       = {18},
  year         = {2023},
}

@inproceedings{3777,
  author       = {Jünemann, Philipp and Mechtenberg, Malte and Schneider, Axel and Waßmuth, Joachim},
  booktitle    = {Engineering for a Changing World : Proceedings; 60th ISC, Ilmenau Scientific Colloquium},
  publisher    = {ilmedia},
  title        = {{Comparative study of a bioinspired sound source localization algorithm and a standard beamformer}},
  doi          = {10.22032/DBT.59141},
  year         = {2023},
}

@article{3453,
  author       = {Grimmelsmann, Nils and Mechtenberg, Malte and Schenck, Wolfram and Meyer, Hanno Gerd and Schneider, Axel},
  issn         = {1932-6203},
  journal      = {PLOS ONE},
  number       = {8},
  publisher    = {Public Library of Science (PLoS)},
  title        = {{sEMG-based prediction of human forearm movements utilizing a biomechanical model based on individual anatomical/ physiological measures and a reduced set of optimization parameters}},
  doi          = {10.1371/journal.pone.0289549},
  volume       = {18},
  year         = {2023},
}

@article{3328,
  author       = {Mechtenberg, Malte and Schneider, Axel},
  issn         = {1662-5218},
  journal      = {Frontiers in Neurorobotics},
  publisher    = {Frontiers Media SA},
  title        = {{A method for the estimation of a motor unit innervation zone center position evaluated with a computational sEMG model}},
  doi          = {10.3389/fnbot.2023.1179224},
  volume       = {17},
  year         = {2023},
}

@misc{2290,
  author       = {Mechtenberg, Malte and Grimmelsmann, Nils and Meyer, Hanno Gerd and Schneider, Axel},
  keywords     = {sEMG, surface electromyography, biceps, triceps, data set},
  publisher    = {FH Bielefeld},
  title        = {{Surface electromyographic recordings of the biceps and triceps brachii for various postures, motion velocities and load conditions}},
  doi          = {10.57720/2290},
  year         = {2023},
}

@article{3049,
  author       = {Schilling, Malte and Paskarbeit, Jan and Ritter, Helge and Schneider, Axel and Cruse, Holk},
  issn         = {1941-0468},
  journal      = {IEEE Transactions on Robotics},
  number       = {2},
  pages        = {666--682},
  publisher    = {Institute of Electrical and Electronics Engineers (IEEE)},
  title        = {{From Adaptive Locomotion to Predictive Action Selection – Cognitive Control for a Six-Legged Walker}},
  doi          = {10.1109/TRO.2021.3106832},
  volume       = {38},
  year         = {2022},
}

@inproceedings{3050,
  author       = {Vieth, Markus and Grimmelsmann, Nils and Schneider, Axel and Hammer, Barbara},
  booktitle    = {Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings},
  editor       = {Yin, Hujun and Camacho, David and Tino, Peter},
  isbn         = {978-3-031-21752-4},
  issn         = {1611-3349},
  location     = {Manchester},
  pages        = {326--337},
  publisher    = {Springer International Publishing},
  title        = {{Efficient Sensor Selection for Individualized Prediction Based on Biosignals}},
  doi          = {10.1007/978-3-031-21753-1_32},
  volume       = {13756},
  year         = {2022},
}

@inproceedings{3055,
  author       = {Simmering, Janneke and Hermes, Luca and Schneider, Axel and Schilling, Malte},
  booktitle    = {Robotics in Natural Settings. CLAWAR 2022},
  editor       = {Cascalho, José M. and Tokhi, Mohammad Osman and Silva, Manuel F. and Mendes, Armando and Goher, Khaled and Funk, Matthias},
  isbn         = {978-3-031-15225-2},
  issn         = {2367-3389},
  location     = {Ponta Delgada. Azores, Portugal},
  pages        = {264--275},
  publisher    = {Springer International Publishing},
  title        = {{Adaptation of a Decentralized Controller to Curve Walking in a Hexapod Robot}},
  doi          = {10.1007/978-3-031-15226-9_26},
  year         = {2022},
}

@article{2567,
  author       = {Hunke, Kevin and Engelmann, Jacob and Schneider, Axel},
  issn         = {1941-0123},
  journal      = {IEEE Instrumentation & Measurement Magazine},
  number       = {9},
  pages        = {10--18},
  publisher    = {Institute of Electrical and Electronics Engineers (IEEE)},
  title        = {{Feature Extraction from a Static and a Moving One-Dimensional Voltage Sensor Line for the Electric Field-Based Determination of Object Size and Position in Aqueous Media}},
  doi          = {10.1109/MIM.2022.9955466},
  volume       = {25},
  year         = {2022},
}