Tanja Schultz

Tanja Schultz

Institution: University of Bremen
Department: Mathematics and Computer Science
Position: Director, Cognitive Systems Lab
With the integration of sensors into ubiquitous body-worn devices and the advancement of machine learning methods, it is time to use the full spectrum of biosignal data to understand human needs and adapt cognitive systems accordingly.

Biosignal-adaptive cognitive systems

The acquisition, processing, and decoding of multimodal biosignals in real-time, with the aim of interpreting human behavior and predicting human needs in the context of communication with cognitive robots and systems

  • Biosignals meet Adaptive Systems (2023)

    Authors: Tanja Schultz, Alexander Maedche

    Published at: SN Applied Sciences (Volume: 5)
    DOI: 10.1007/s42452-023-05412-w

  • EEG Correlates of Distractions and Hesitations in Human–Robot Interaction: A LabLinking Pilot Study (2023)

    Authors: Birte Richter, Felix Putze, Gabriel Ivucic, Mara Brandt, Christian Schütze, Rafael Reisenhofer, Britta Wrede, Tanja Schultz

    Published at: Multimodal Technologies and Interaction (Volume: 7)
    DOI: 10.3390/mti7040037

  • The nested hierarchy of overt, mouthed, and imagined speech activity evident in intracranial recordings (2023)

    Authors: Pedram Z. Soroush, Christian Herff, Stephanie K. Ries, Jerry J. Shih, Tanja Schultz, Dean J. Krusienski

    Published at: NeuroImage (Volume: 269)
    DOI: 10.1016/j.neuroimage.2023.119913

  • Artificial intelligence and ethics in healthcare—balancing act or symbiosis? (2023)

    Authors: Dennis Küster, Tanja Schultz

    Published at: Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz (Volume: 66)
    DOI: 10.1007/s00103-022-03653-5

  • Outlier detection using iterative adaptive mini-minimum spanning tree generation with applications on medical data (2023)

    Authors: Jia Li, Jiangwei Li, Chenxu Wang, Fons J. Verbeek, Tanja Schultz, Hui Liu

    Published at: Frontiers in Physiology (Volume: 14)
    DOI: 10.3389/fphys.2023.1233341

  • High-Level Features for Human Activity Recognition and Modeling (2023)

    Authors: Yale Hartmann, Hui Liu, Tanja Schultz

    Published at: Communications in Computer and Information Science (Volume: 1814 CCIS)
    DOI: 10.1007/978-3-031-38854-5_8

  • Towards reference speech characterization for health applications (2023)

    Authors: Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso

    Published at: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Volume: 2023-August)
    DOI: 10.21437/Interspeech.2023-1435

  • STE-GAN: Speech-to-Electromyography Signal Conversion using Generative Adversarial Networks (2023)

    Authors: Kevin Scheck, Tanja Schultz

    Published at: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (Volume: 2023-August)
    DOI: 10.21437/Interspeech.2023-174

  • Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection (2023)

    Authors: Siqi Cai, Tanja Schultz, Haizhou Li

    Published at: IEEE Transactions on Biomedical Engineering
    DOI: 10.1109/TBME.2023.3294242

  • XAnet: Cross-Attention between EEG of Left and Right Brain for Auditory Attention Decoding (2023)

    Authors: Saurav Pahuja, Siqi Cai, Tanja Schultz, Haizhou Li

    Published at: International IEEE/EMBS Conference on Neural Engineering, NER (Volume: 2023-April)
    DOI: 10.1109/NER52421.2023.10123792