Publicaciones (40) Publicaciones de TOMAS TEIJEIRO CAMPO Ver datos de investigación referenciados.

2024

  1. Combining general and personal models for epilepsy detection with hyperdimensional computing

    Artificial Intelligence in Medicine, Vol. 148

  2. Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems

    IEEE Transactions on Mobile Computing, Vol. 23, Núm. 5, pp. 6392-6407

2023

  1. A Multimodal Dataset for Automatic Edge-AI Cough Detection

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2023, pp. 1-7

  2. A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification

    Computer Methods and Programs in Biomedicine, Vol. 241

  3. Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise

    IEEE Transactions on Biomedical Engineering, Vol. 70, Núm. 3, pp. 941-953

  4. An Error-Based Approximation Sensing Circuit for Event-Triggered Low-Power Wearable Sensors

    IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 13, Núm. 2, pp. 489-501

  5. Event-based sampled ECG morphology reconstruction through self-similarity

    Computer Methods and Programs in Biomedicine, Vol. 240

  6. Importance of methodological choices in data manipulation for validating epileptic seizure detection models

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2023, pp. 1-7

  7. Machine learning discovery of optimal quadrature rules for isogeometric analysis

    Computer Methods in Applied Mechanics and Engineering, Vol. 416

  8. Neural network architecture optimization using automated machine learning for borehole resistivity measurements

    Geophysical Journal International, Vol. 234, Núm. 3, pp. 2488-2501

  9. Personalized seizure signature: An interpretable approach to false alarm reduction for long-term epileptic seizure detection

    Epilepsia, Vol. 64, Núm. S4, pp. S23-S33

2022

  1. Approximate zero-crossing: a new interpretable, highly discriminative and low-complexity feature for EEG and iEEG seizure detection

    Journal of neural engineering, Vol. 19, Núm. 6

  2. ExG Signal Feature Selection Using Hyperdimensional Computing Encoding

    Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022

  3. Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, Vol. 2022, pp. 4076-4082

  4. HDTorch: Accelerating hyperdimensional computing with GP-GPUs for design space exploration

    IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD

  5. INCLASS: Incremental Classification Strategy for Self-Aware Epileptic Seizure Detection

    Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022

  6. INCLASS: Incremental Classification Strategy for Self-Aware Epileptic Seizure Detection

    PROCEEDINGS OF THE 2022 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION (DATE 2022)

  7. Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection

    Frontiers in Neurology, Vol. 13

  8. Personalized Real-Time Federated Learning for Epileptic Seizure Detection

    IEEE Journal of Biomedical and Health Informatics, Vol. 26, Núm. 2, pp. 898-909

2021

  1. Interpreting deep learning models for epileptic seizure detection on EEG signals

    Artificial Intelligence in Medicine, Vol. 117