Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research
Abstract The Organization for Human Brain Mapping (OHBM) has been active in advocating
for the instantiation of best practices in neuroimaging data acquisition, analysis, reporting …
for the instantiation of best practices in neuroimaging data acquisition, analysis, reporting …
The applied principles of EEG analysis methods in neuroscience and clinical neurology
H Zhang, QQ Zhou, H Chen, XQ Hu, WG Li, Y Bai… - Military Medical …, 2023 - Springer
Electroencephalography (EEG) is a non-invasive measurement method for brain activity.
Due to its safety, high resolution, and hypersensitivity to dynamic changes in brain neural …
Due to its safety, high resolution, and hypersensitivity to dynamic changes in brain neural …
Data augmentation for learning predictive models on EEG: a systematic comparison
Objective. The use of deep learning for electroencephalography (EEG) classification tasks
has been rapidly growing in the last years, yet its application has been limited by the …
has been rapidly growing in the last years, yet its application has been limited by the …
Cingulate dynamics track depression recovery with deep brain stimulation
S Alagapan, KS Choi, S Heisig, P Riva-Posse… - Nature, 2023 - nature.com
Deep brain stimulation (DBS) of the subcallosal cingulate (SCC) can provide long-term
symptom relief for treatment-resistant depression (TRD). However, achieving stable recovery …
symptom relief for treatment-resistant depression (TRD). However, achieving stable recovery …
Time-frequency based phase-amplitude coupling measure for neuronal oscillations
TTK Munia, S Aviyente - Scientific reports, 2019 - nature.com
Oscillatory activity in the brain has been associated with a wide variety of cognitive
processes including decision making, feedback processing, and working memory. The high …
processes including decision making, feedback processing, and working memory. The high …
M/EEG analysis of naturalistic stories: a review from speech to language processing
PM Alday - Language, Cognition and Neuroscience, 2019 - Taylor & Francis
ABSTRACT M/EEG research using naturally spoken stories as stimuli has focused largely
on speech and not language processing. The temporal resolution of M/EEG is a two-edged …
on speech and not language processing. The temporal resolution of M/EEG is a two-edged …
Tensorpac: An open-source Python toolbox for tensor-based phase-amplitude coupling measurement in electrophysiological brain signals
Despite being the focus of a thriving field of research, the biological mechanisms that
underlie information integration in the brain are not yet fully understood. A theory that has …
underlie information integration in the brain are not yet fully understood. A theory that has …
Posterior hippocampal spindle ripples co-occur with neocortical theta bursts and downstates-upstates, and phase-lock with parietal spindles during NREM sleep in …
X Jiang, J Gonzalez-Martinez… - Journal of …, 2019 - Soc Neuroscience
Human anterior and posterior hippocampus (aHC, pHC) differ in connectivity and behavioral
correlates. Here we report physiological differences in humans of both sexes. During NREM …
correlates. Here we report physiological differences in humans of both sexes. During NREM …
Epileptic seizures detection and the analysis of optimal seizure prediction horizon based on frequency and phase analysis
X Jiang, X Liu, Y Liu, Q Wang, B Li… - Frontiers in Neuroscience, 2023 - frontiersin.org
Changes in the frequency composition of the human electroencephalogram are associated
with the transitions to epileptic seizures. Cross-frequency coupling (CFC) is a measure of …
with the transitions to epileptic seizures. Cross-frequency coupling (CFC) is a measure of …
Measuring transient phase-amplitude coupling using local mutual information
Here we demonstrate the suitability of a local mutual information measure for estimating the
temporal dynamics of cross-frequency coupling (CFC) in brain electrophysiological signals …
temporal dynamics of cross-frequency coupling (CFC) in brain electrophysiological signals …