Publications in collaboration with researchers from École Polytechnique Fédérale de Lausanne (17)

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

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

  4. 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

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

    Frontiers in Neurology, Vol. 13

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

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

2020

  1. An Event-Based System for Low-Power ECG QRS Complex Detection

    Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020

  2. Event-triggered sensing for high-quality and low-power cardiovascular monitoring systems

    IEEE Design and Test, Vol. 37, Núm. 5, pp. 85-93

  3. Knowledge, Machine Learning and Atrial Fibrillation: More Ingredients for a Tastier Cocktail

    Computing in Cardiology