Self-regulation of human brain activity using simultaneous real-time fMRI and EEG neurofeedback
@article{Zotev2014SelfregulationOH, title={Self-regulation of human brain activity using simultaneous real-time fMRI and EEG neurofeedback}, author={Vadim Zotev and Raquel Phillips and Han Yuan and Masaya Misaki and Jerzy Bodurka}, journal={NeuroImage}, year={2014}, volume={85}, pages={985-995} }
175 Citations
Increased neuromodulation ability through EEG connectivity neurofeedback with simultaneous fMRI for emotion regulation
- Psychology, Biology
- 2022
The results suggest using the connectivity-based neurofeedback for emotion regulation and alternative therapeutic approaches for mental disorders with more effectiveness and higher volitional ability to control brain and mental function.
Correlation between amygdala BOLD activity and frontal EEG asymmetry during real-time fMRI neurofeedback training in patients with depression
- Psychology, BiologyNeuroImage: Clinical
- 2016
A Sparse EEG-Informed fMRI Model for Hybrid EEG-fMRI Neurofeedback Prediction
- Computer Science, BiologybioRxiv
- 2019
A sparse regression model able to exploit EEG only to predict NF-fMRI or NF-EEG-f MRI in motor imagery tasks is proposed and it is shown that one of the proposed NF-predictors significanlty improves over what EEG can provide alone (without the learning phase), and correlates at 0.74 in median with the ground-truth.
Learning 2-in-1: towards integrated EEG-fMRI-neurofeedback
- Biology, Computer SciencebioRxiv
- 2018
1D and 2D integrated feedbacks are effective but also appear to be complementary and could be used in combination in a bimodal NF training program and suggest that the 2D feedback encourages subjects to explore their strategies to recruit more spe-cific brain patterns.
Probing fMRI brain connectivity and activity changes during emotion regulation by EEG neurofeedback
- Psychology, Biology
- 2020
The results reveal the neurobiological substrate of emotion regulation by the EEG neurofeedbacks and separate the effect of the neurofeedback and the recall of the autobiographical memories.
One-Class FMRI-Inspired EEG Model for Self-Regulation Training
- Psychology, BiologyPloS one
- 2016
An EEG prediction model of amygdala activity from a single electrode based on a time/frequency representation of the EEG data with varying time-delay is introduced and the ability to modulate brain-activity in a neurofeedback setting using feedback generated by the model is demonstrated.
Feature analysis for correlation studies of simultaneous EEG-fMRI data: A proof of concept for neurofeedback approaches
- Biology, Psychology2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
- 2015
A NF real-time functional Magnetic Resonance Imaging (rt-fMRI), combined with electroencephalography (EEG) to train social communication skills and the finding of significant correlations of simultaneously measured signals in distinct modalities is promising.
Real-time fMRI neurofeedback training of the amygdala activity with simultaneous EEG in veterans with combat-related PTSD
- Psychology, BiologyNeuroImage: Clinical
- 2018
Real-time EEG feedback during simultaneous EEG–fMRI identifies the cortical signature of motor imagery
- Psychology, BiologyNeuroImage
- 2015
Real‐time fMRI neurofeedback of the mediodorsal and anterior thalamus enhances correlation between thalamic BOLD activity and alpha EEG rhythm
- Biology, PsychologyHuman brain mapping
- 2018
The results demonstrate the potential of the rtfMRI‐nf with simultaneous EEG for noninvasive neuromodulation studies of human brain function and suggest that the temporal correlation between the MD BOLD activity and posterior alpha EEG power is modulated by the interaction between theMD and the inferior precuneus.
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