324 citations · 535 across the 24 of their papers we have counts for
4 papers · 1 filter
HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration
William Andrew Simon, Una Pale, Tomas Teijeiro +1
HyperDimensional Computing (HDC) as a machine learning paradigm is highly interesting for applications involving continuous, semi-supervised learning for long-term monitoring. Howe…
Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection
Una Pale, Tomas Teijeiro, David Atienza
Long-term monitoring of patients with epilepsy presents a challenging problem from the engineering perspective of real-time detection and wearable devices design. It requires new s…
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals
Arman Iranfar, Adriana Arza, David Atienza
Continuous and multimodal stress detection has been performed recently through wearable devices and machine learning algorithms. However, a well-known and important challenge of wo…
Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals
Valentin Gabeff, Tomas Teijeiro, Marina Zapater +4
While Deep Learning (DL) is often considered the state-of-the art for Artificial Intelligence-based medical decision support, it remains sparsely implemented in clinical practice a…