[HTML][HTML] Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation

A Dehghani, H Soltanian-Zadeh, GA Hossein-Zadeh - Neuroimage, 2023 - Elsevier
Emotion regulation plays a key role in human behavior and overall well-being.
Neurofeedback is a non-invasive self-brain training technique used for emotion regulation to …

Enhancing the accuracy of electroencephalogram-based emotion recognition through Long Short-Term Memory recurrent deep neural networks

MR Yousefi, A Dehghani, H Taghaavifar - Frontiers in Human …, 2023 - frontiersin.org
Introduction Emotions play a critical role in human communication, exerting a significant
influence on brain function and behavior. One effective method of observing and analyzing …

Comparing EEG-based epilepsy diagnosis using neural networks and wavelet transform

MR Yousefi, A Dehghani, S Golnejad, MM Hosseini - Applied Sciences, 2023 - mdpi.com
Epilepsy is a common neurological disorder characterized by the recurrence of seizures,
which can significantly impact the lives of patients. Electroencephalography (EEG) can …

Probing fMRI brain connectivity and activity changes during emotion regulation by EEG neurofeedback

A Dehghani, H Soltanian-Zadeh… - Frontiers in Human …, 2023 - frontiersin.org
Despite the existence of several emotion regulation studies using neurofeedback,
interactions among a small number of regions were evaluated, and therefore, further …

Exploring neural mechanisms of reward processing using coupled matrix tensor factorization: A simultaneous EEG–fMRI investigation

Y Liu, Y Zhang, Z Jiang, W Kong, L Zou - Brain Sciences, 2023 - mdpi.com
Background: It is crucial to understand the neural feedback mechanisms and the cognitive
decision-making of the brain during the processing of rewards. Here, we report the first …