EEG emotion recognition using attention-based convolutional transformer neural network

L Gong, M Li, T Zhang, W Chen - Biomedical Signal Processing and Control, 2023 - Elsevier
EEG-based emotion recognition has become an important task in affective computing and
intelligent interaction. However, how to effectively combine the spatial, spectral, and …

New interdependence feature of EEG signals as a biomarker of timing deficits evaluated in attention-deficit/hyperactivity disorder detection

P Ghaderyan, F Moghaddam, S Khoshnoud, M Shamsi - Measurement, 2022 - Elsevier
Similarity quantification is an important field of study in electroencephalogram (EEG)-based
brain activity detection, in which the goal is to compute interdependence between certain …

Synchronization in functional brain networks of children suffering from ADHD based on Hindmarsh-Rose neuronal model

S Ansarinasab, F Parastesh, F Ghassemi… - Computers in Biology …, 2023 - Elsevier
Abstract Attention Deficit Hyperactivity Disorder (ADHD) is one of the common psychological
disorders in children, which causes improper recognition of others' emotions. These children …

[HTML][HTML] Neural bases of social deficits in ADHD: a systematic review. Does the Theory of Mind matter?

L Novak, K Malinakova, R Trnka, P Mikoska… - Brain Research …, 2024 - Elsevier
ABSTRACT Introduction The Attention Deficit Hyperactivity Disorder (ADHD) causes serious
interpersonal problems from childhood to adulthood, one of them being problematic social …

Synchronization stability analysis of functional brain networks in boys with ADHD during facial emotions processing

S Ansarinasab, S Panahi, F Ghassemi, D Ghosh… - Physica A: Statistical …, 2022 - Elsevier
The study of the synchronization phenomenon in the functional brain networks of individuals
with Attention Deficit Hyperactivity Disorder (ADHD) has always been of interest to …

Can biomarkers be used to diagnose attention deficit hyperactivity disorder?

H Chen, Y Yang, D Odisho, S Wu, C Yi… - Frontiers in …, 2023 - frontiersin.org
Currently, the diagnosis of attention deficit hyperactivity disorder (ADHD) is solely based on
behavioral tests prescribed by the Diagnostic and Statistical Manual of Mental Disorders, 5th …

Functional neuronal networks reveal emotional processing differences in children with ADHD

S Ansari Nasab, S Panahi, F Ghassemi, S Jafari… - Cognitive …, 2022 - Springer
Abstract Attention Deficit Hyperactivity Disorder (ADHD) is a common neurodevelopmental
disorder that, in addition to inattention, excessive activity, or impulsivity, makes it difficult for …

The effect of high-order interactions on the functional brain networks of boys with ADHD

X Xi, J Li, Z Wang, H Tian, R Yang - The European Physical Journal …, 2024 - Springer
Investigating the functional connectivities in the brain networks of individuals with attention
deficit hyperactivity disorder (ADHD) has long intrigued researchers. ADHD individuals have …

Exploring the neural processes behind narrative engagement: An EEG study

H Dini, A Simonetti, LE Bruni - Eneuro, 2023 - eneuro.org
Past cognitive neuroscience studies using naturalistic stimuli have considered narratives
holistically and focused on cognitive processes. In this study, we incorporated the narrative …

Phase-amplitude coupling brain networks in children with attention-deficit/hyperactivity disorder

X Liu, L Sun, D Zhang, S Wang, S Hu… - Clinical EEG and …, 2022 - journals.sagepub.com
In cognitive neuroscience, there is an increasing interest in identifying and understanding
the synchronization of distinct neural oscillations with different frequencies that might …