70 citations · 224 across the 13 of their papers we have counts for
6 papers · 1 filter
Comparison of Attention-based Deep Learning Models for EEG Classification
Giulia Cisotto, Alessio Zanga, Joanna Chlebus +3
Objective: To evaluate the impact on Electroencephalography (EEG) classification of different kinds of attention mechanisms in Deep Learning (DL) models. Methods: We compared three…
Deep learning-based classification of fine hand movements from low frequency EEG
Giulia Bressan, Selina C. Wriessnegger, Giulia Cisotto
The classification of different fine hand movements from EEG signals represents a relevant research challenge, e.g., in brain-computer interface applications for motor rehabilitati…
REPAC: Reliable estimation of phase-amplitude coupling in brain networks
Giulia Cisotto
Recent evidence has revealed cross-frequency coupling and, particularly, phase-amplitude coupling (PAC) as an important strategy for the brain to accomplish a variety of high-level…
Cascaded WLAN-FWA Networking and Computing Architecture for Pervasive In-Home Healthcare
Sergio Martiradonna, Giulia Cisotto, Gennaro Boggia +3
Pervasive healthcare is a promising assisted-living solution for chronic patients. However, current cutting-edge communication technologies are not able to strictly meet the requir…
Internet of Things for Elderly and Fragile People
Andrea Zanella, Federico Mason, Patrik Pluchino +3
This paper discusses the potential of the Internet of Things (IoT) paradigm in the context of assisted living for elderly and fragile people, in the light of the peculiar requireme…
Feature selection for gesture recognition in Internet-of-Things for healthcare
Giulia Cisotto, Martina Capuzzo, Anna V. Guglielmi +1
Internet of Things is rapidly spreading across several fields, including healthcare, posing relevant questions related to communication capabilities, energy efficiency and sensors…