Biophysical neurons, energy, and synapse controllability: a review

J Ma - Journal of Zhejiang University-Science A, 2023 - Springer
Diffusive intracellular and extracellular ions induce a gradient electromagnetic field that
regulates membrane potential, and energy injection from external stimuli breaks the energy …

Alterations in EEG functional connectivity in individuals with depression: A systematic review

A Miljevic, NW Bailey, OW Murphy, MPN Perera… - Journal of Affective …, 2023 - Elsevier
The brain works as an organised, network-like structure of functionally interconnected
regions. Disruptions to interconnectivity in certain networks have been linked to symptoms of …

Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research

C Pernet, MI Garrido, A Gramfort, N Maurits… - Nature …, 2020 - nature.com
Abstract The Organization for Human Brain Map** (OHBM) has been active in advocating
for the instantiation of best practices in neuroimaging data acquisition, analysis, reporting …

Electroencephalographic connectivity: a fundamental guide and checklist for optimal study design and evaluation

A Miljevic, NW Bailey, F Vila-Rodriguez… - Biological Psychiatry …, 2022 - Elsevier
Brain connectivity can be estimated through many analyses applied to
electroencephalography (EEG) data. However, substantial heterogeneity in the …

Transfer entropy as a measure of brain connectivity: A critical analysis with the help of neural mass models

M Ursino, G Ricci, E Magosso - Frontiers in computational …, 2020 - frontiersin.org
Objective: Assessing brain connectivity from electrophysiological signals is of great
relevance in neuroscience, but results are still debated and depend crucially on how …

Brain functional networks based on resting-state EEG data for major depressive disorder analysis and classification

B Zhang, G Yan, Z Yang, Y Su… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
If the brain is regarded as a system, it will be one of the most complex systems in the
universe. Traditional analysis and classification methods of major depressive disorder …

Graph theory analysis of functional connectivity in major depression disorder with high-density resting state EEG data

S Sun, X Li, J Zhu, Y Wang, R La… - … on Neural Systems …, 2019 - ieeexplore.ieee.org
Existing studies have shown functional brain networks in patients with major depressive
disorder (MDD) have abnormal network topology structure. But the methods to construct …

A deep learning approach for mild depression recognition based on functional connectivity using electroencephalography

X Li, R La, Y Wang, B Hu, X Zhang - Frontiers in neuroscience, 2020 - frontiersin.org
Early detection remains a significant challenge for the treatment of depression. In our work,
we proposed a novel approach to mild depression recognition using …

A comparison between scalp-and source-reconstructed EEG networks

M Lai, M Demuru, A Hillebrand, M Fraschini - Scientific reports, 2018 - nature.com
EEG can be used to characterise functional networks using a variety of connectivity (FC)
metrics. Unlike EEG source reconstruction, scalp analysis does not allow to make inferences …