ATTNFNET: feature aware depth-to-pressure translation with cGAN training
N.H. Manavar, H.G. Meyer, J. Waßmuth, B. Hammer, A. Schneider, Frontiers in Medical Technology 7 (2025).

Automating Neural Model Selection in Spiking Neural Networks Using AutoML Techniques*
S. Sanaullah, H. Honda, K. Roy, A. Schneider, J. Waßmuth, T. Jungeblut, in: 2025 22nd International Learning and Technology Conference (L&;T), IEEE, 2025, pp. 274–279.

RAVSim .0: Enhanced visualization and comparative analysis for neural network models
S. Sanaullah, A. Schneider, J. Waßmuth, U. Rückert, T. Jungeblut, SoftwareX 29 (2025).

Sustainable Life-Cycle of Intelligent Socio-Technical Systems
B. Hammer, Ö. Alaçam, C.S. Arlinghaus, M. Brinkmann, H. Dörksen, S. Hoeken, T. Jungeblut, J. Knaup, D. Leite, V. Lohweg, G.W. Maier, A.-C. Ngonga Ngomo, A. Othman, S. Peitz, M. Platzner, O. Pütz, C. Röcker, M. Röder, W. Schenck, A. Schneider, S. Schwandt, S. Spliethoff, M. Straat, B.G. Sürmeli, A.-L. Vollmer, S. Zarrieß, Sustainable Life-Cycle of Intelligent Socio-Technical Systems, Bielefeld University, 2024.

Prediction of Intermuscular Co-contraction Based on the sEMG of Only One Muscle With the Same Biomechanical Direction of Action
N. Grimmelsmann, M. Mechtenberg, M. Vieth, B. Hammer, A. Schneider, in: U. Kuhl (Ed.), Shaping Trustworthy AI: Opportunities, Innovation, and Achievements for Reliable Approaches, DataNinja sAIOnARA Conference, 2024.

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
N. Grimmelsmann, M. Mechtenberg, A. Schneider, in: iDaS Institute for Data Science Solutions of HSBI, Hochschule Bielefeld (Eds.), Nr. 1 (2024): Kongress KI@HS Solutions Im Fokus -Posterbeiträge-, Schriftenreihe des Institute for Data Science Solutions, Bielefeld, 2024, pp. 6–8.

Comparative Study of a Parameter Tuned Bioinspired Binaural Sound Source Localization Algorithm and a Standard Beamformer
P. Jünemann, A. Schneider, J. Waßmuth, M. Mechtenberg, in: iDas - Institute for Data Science Solutions of HSBI, Hochschule Bielefeld (Eds.), Kongress KI@HS Solutions Im Fokus - Posterbeiträge, iDas - Institute for Data Science Solutions of HSBI, Bielefeld, 2024, pp. 16–17.

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
N. Grimmelsmann, M. Mechtenberg, M. Vieth, A. Schulz, B. Hammer, A. Schneider, in: M. Pedro Guarino, K. Hotta, M. Yousef , H. Liu , G. Saggio , A. Fred, H. Gamboa  (Eds.), Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2024, pp. 611–621.

Improvement of sEMG Exoskeleton Control Based on Prediction of the Myotendinous System State
M. Mechtenberg, N. Grimmelsmann, A. Schneider, in: iDaS Institute for Data Science Solutions of HSBI, Hochschule Bielefeld (Eds.), Nr. 1 (2024): Kongress KI@HS Solutions Im Fokus -Posterbeiträge-, Bielefeld, 2024, pp. 24–25.

A New Algorithm for Innervation Zone Estimation Using Surface Electromyography: A Simulation Study Based on a Simulator for Continuous sEMGs
M. Mechtenberg, N. Grimmelsmann, A. Schneider, in: M. Pedro Guarino, K. Hotta, M. Yousef , H. Liu , G. Saggio , A. Fred, H. Gamboa  (Eds.), Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, SCITEPRESS - Science and Technology Publications, 2024, pp. 629–636.

Bioinspired Feature Extraction for the Electric Field-based Determination of Object Size and Position
K. Hunke, J. Engelmann, A. Schneider, in:  iDas Institute for Data Science Solutions (Ed.), Kongress KI@HS Solutions Im Fokus - Posterbeiträge , Schriftenreihe des Institute for Data Science Solutions, 2024, pp. 11–13.

Direction-of-arrival estimation for acoustic signals based on direction-dependent parameter tuning of a bioinspired binaural coupling system
P. Jünemann, A. Schneider, J. Waßmuth, Bioinspiration &; Biomimetics 18 (2023).

Comparative study of a bioinspired sound source localization algorithm and a standard beamformer
P. Jünemann, M. Mechtenberg, A. Schneider, J. Waßmuth, in: Engineering for a Changing Worldf: Proceedings; 60th ISC, Ilmenau Scientific Colloquium, ilmedia, Ilmenau, 2023.

sEMG-based prediction of human forearm movements utilizing a biomechanical model based on individual anatomical/ physiological measures and a reduced set of optimization parameters
N. Grimmelsmann, M. Mechtenberg, W. Schenck, H.G. Meyer, A. Schneider, PLOS ONE 18 (2023).

A method for the estimation of a motor unit innervation zone center position evaluated with a computational sEMG model
M. Mechtenberg, A. Schneider, Frontiers in Neurorobotics 17 (2023).

Surface electromyographic recordings of the biceps and triceps brachii for various postures, motion velocities and load conditions
M. Mechtenberg, N. Grimmelsmann, H.G. Meyer, A. Schneider, Surface Electromyographic Recordings of the Biceps and Triceps Brachii for Various Postures, Motion Velocities and Load Conditions, FH Bielefeld, 2023.

From Adaptive Locomotion to Predictive Action Selection – Cognitive Control for a Six-Legged Walker
M. Schilling, J. Paskarbeit, H. Ritter, A. Schneider, H. Cruse, IEEE Transactions on Robotics 38 (2022) 666–682.

Efficient Sensor Selection for Individualized Prediction Based on Biosignals
M. Vieth, N. Grimmelsmann, A. Schneider, B. Hammer, in: H. Yin, D. Camacho, P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 326–337.

Adaptation of a Decentralized Controller to Curve Walking in a Hexapod Robot
J. Simmering, L. Hermes, A. Schneider, M. Schilling, in: J.M. Cascalho, M.O. Tokhi, M.F. Silva, A. Mendes, K. Goher, M. Funk (Eds.), Robotics in Natural Settings. CLAWAR 2022, Springer International Publishing, Cham, 2022, pp. 264–275.

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
K. Hunke, J. Engelmann, A. Schneider, IEEE Instrumentation &; Measurement Magazine 25 (2022) 10–18.