Elisa Magosso - Publications

Analyzing Frequency-Space-Time EEG Signatures via Interpretable Neural Networks: A Simulation Study.

Journal: IEEE transactions on bio-medical engineering

Published: August 13, 2026

Inferring Arm Movement Direction from EEG Signals Using Explainable Deep Learning.

Journal: Sensors (Basel, Switzerland)

Published: December 23, 2025

Automatically Revealing Multi-Domain EEG Signatures Related to Motor Imagery Using a Fully-Interpretable Convolutional Neural Network.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Revealing EEG signatures of intervention in disorder of consciousness using artificial intelligence: methodology and feasibility.

Journal: Computer methods and programs in biomedicine

Published: July 11, 2025

Cortical alpha changes during visuospatial attention: a deep learning-enriched EEG analysis.

Journal: Cerebral cortex (New York, N.Y. : 1991)

Published: June 27, 2025

Multisensory integration in peripersonal space indexes consciousness states in sleep and disorders of consciousness.

Journal: Cell reports. Medicine

Published: May 22, 2025

Unveiling multi-domain signatures of EEG oscillations using a fully-interpretable convolutional neural network.

Journal: Computer methods and programs in biomedicine

Published: May 09, 2025

A deep learning-enriched framework for analyzing brain functional connectivity.

Journal: Scientific reports

Published: April 14, 2025

Aberrant Functional Connectivity and Brain Network Organization in High-Schizotypy Individuals: An Electroencephalography Study.

Journal: Schizophrenia bulletin

Published: February 04, 2025

On the virtues and limitations of Granger-causal brain connectivity estimate: Critical analysis using neural mass models.

Journal: Network neuroscience (Cambridge, Mass.)

Published: January 24, 2025

The strength of anticipated distractors shapes EEG alpha and theta oscillations in a Working Memory task.

Journal: NeuroImage

Published: February 26, 2024

A protocol for trustworthy EEG decoding with neural networks.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: January 15, 2024