Publications

Here is list of my publications with links to download. You can also check them on :

The list will grow in the future, at least I hope so! 😀

In June 2023. I have defended my PhD thesis titled: “Hyperdimensional computing for biosignal monitoring: Applications for epilepsy detection under the mentorship of prof. David Atienza. Thesis can be downloaded from here and presentations can be seen here.

YEARPAPERDOWNLOAD
2023VP Kumaravel, U Pale, T Teijeiro, E Farella, DA Alonso: Knowledge Distillation-based Channel Reduction for Wearable EEG ApplicationsSubmitted
TechRXiv preprint
2023U Pale, T Teijeiro, D Atienza: Combining General and Personalized Models for Epilepsy Detection with Hyperdimensional ComputingSubmitted to Elsevier journal, AI in Medicine, Elsevier
ArXiv preprint
2023U Pale, T Teijeiro, D Atienza: Importance of methodological choices in data manipulation for validating epileptic seizure detection modelsEMBC conference 2023
ArXiv preprint
2022U Pale, T Teijeiro, D Atienza: ExG Signal Feature Selection Using Hyperdimensional Computing EncodingBIBM conference 2022
Arxiv preprint
2022R Zanetti, U Pale, T Teijeiro, D Atienza: Approximate zero-crossing: a new interpretable, highly discriminative and low-complexity feature for EEG and iEEG seizure detectionJournal of Neural Engineering
2022WA Simon, U Pale, T Teijeiro, D Atienza: HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space ExplorationICCAD conference 2022
ArXiv preprint
2022U. Pale, T. Teijeiro, and D. Atienza: Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure DetectionEMBC conference 2022
Arxiv
2021U. Pale, T. Teijeiro, and D. Atienza: “Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure DetectionFrontiers in Neuroscience
Arxiv
2021Pale U., Teijeiro T., Atienza D.: Systematic Assesment of Hyperdimensional Computing for Epileptic Seizure DetectionEBMC conference 2021
Arxiv
2021Pale U.,  Muller N., Arza Valdes A., Atienza D.: ReBeatICG: Real-time Low-complexity Beat-to-beat Impedance Cardiogram Delineation AlgorithmEMBC conference  2021
Arxiv
2021Pale U.,  Muller N., Arza Valdes A., Atienza D.: ReBeatICG databaseZenodo
2021Dell’Agnolla F., Pale U., Marino R., Arza Valdes A., Atienza D.: MBioTracker: Multimodal Self-Aware Bio-Monitoring Wearable System for Online Workload DetectionIEEE Transactions on Biomedical Circuits and Systems
2020Pale U., Atzori M., Müller H., Scano A.:Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session DataMDPI Sensors
2017Pale U., Cifrek M., Krois I., Peharec S.: Personal electromyographic biofeedback system „MyMyo“CMBEBIH conference 2017 
Springer database
2016Pale U., Popović G.: Audio phonebook for the blind peopleMIPRO conference 2016
IEEE database  
Paper_download
2016Pale U., Thürk F., Kaniusas E.: Heart rate variability analysis using different wavelet transformationMIPRO conference 2016
IEEE database  
Paper_download
2011Publication of solutions of problems fromIYPT in the book: “IYPT Proceedings Book 2010-2011” with two papers:  
Soap film: Deflection in uniform and radial electric fields
Liquid light guide: Reflections in the Colladon fountain
Proceedings Book Download