data mining

A Functional Connectivity-Based Model with a Lightweight Attention Mechanism for Depression Recognition Using EEG signals

A Functional Connectivity-Based Model with a Lightweight Attention Mechanism for Depression Recognition Using EEG signals 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Numerous studies on depression recognition utilize attention mechanisms as tools for feature extraction. Applying the standard multi-head self-attention mechanism to the spatial domain of EEG data is a feasible approach… read more

Trial-by-Trial Variability of TMS-EEG in Healthy Controls and Patients With Depressive Disorder

Trial-by-Trial Variability of TMS-EEG in Healthy Controls and Patients With Depressive Disorder 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Depressive disorder has been known to be associated with high variability in resting-state electroencephalography (EEG) signals. However, this phenomenon is often ignored in stimulus-related brain activities. This study proposed a… read more

Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection

Adapting Action Recognition Neural Networks for Automated Infantile Spasm Detection 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Infantile spasms are a severe epileptic syndrome characterized by short muscular contractions lasting from 0.5 to 2 seconds. They are often misdiagnosed due to their atypical presentation, and treatment is… read more

On the Construction of a Skill-Based Wheelchair Navigation Profile

On the Construction of a Skill-Based Wheelchair Navigation Profile 556 235 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

C. Urdiales, E. J. Pérez, G. Peinado, M. Fdez-Carmona, J. M. Peula, R. Annicchiarico, F. Sandoval, and C. Caltagirone ACCESS PAPER DATA READ FULL ARTICLE ON IEEE XPLORE Abstract Assisted wheelchair…

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