SimMEEG software for simulating event-related MEG and EEG data with underlying functional connectivity.
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Summary
SimMEEG software could be used to simulate real human EEG and MEG to aid in verification of analysis pipelines by comparing analyzed results to the simulated ground truth of the user-defined event-related brain signals.
- Type
- article
- Published
- 2020-12-11
- Cited by
- 10
- References
- 29
- OpenAlex
- https://openalex.org/W3112436002
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:228098845
Keywords
Computer science, Software, MATLAB, SIGNAL (programming language), Amplitude
References
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- Electromagnetic brain mapping
- Quantification of phase synchronization phenomena and their importance for verbal memory processes
- Standardized low-resolution brain electromagnetic tomography (sLORETA) in the prediction of response to cholinesterase inhibitors in patients with Alzheimer's disease
- A critical assessment of connectivity measures for EEG data: A simulation study
- Phase lag index: Assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources
- Measuring phase-amplitude coupling between neuronal oscillations of different frequencies.
- Measuring phase synchrony in brain signals
- Localization of brain electrical activity via linearly constrained minimum variance spatial filtering
- Determination of EEG activity propagation: pair-wise versus multichannel estimate
- Go with the flow: Use of a directed phase lag index (dPLI) to characterize patterns of phase relations in a large-scale model of brain dynamics
- Comparison of different cortical connectivity estimators for high‐resolution EEG recordings
- Phase Synchrony among Neuronal Oscillations in the Human Cortex
Cited by
- A Survey on EEG Signal Processing Techniques and Machine Learning: Applications to the Neurofeedback of Autobiographical Memory Deficits in Schizophrenia
- EEG Signal Processing By Feature Extraction And Classification Based On Biomedical Deep Learning Architecture With Wireless Communication
- Generative Adversarial Network (GAN) for Simulating Electroencephalography
- EEGg: Generating Synthetic EEG Signals in Matlab Environment
- Temporal segmentation of EEG based on functional connectivity network structure
- Deep EEG source localization via EMD-based fMRI high spatial frequency
- Monte Carlo simulations predict distinct real EEG patterns in individuals with high and low IQs
- UnfoldSim.jl: Simulating continuous event-based time series data for EEG and beyond
- SmartERD: a pipeline for referencing subjects to a common peak in the analysis of ERD dynamics
- Simulating brain signals with predefined mutual correlations – a technical note
- Deep EEG Source Localization via EMD-based fMRI High Spatial Frequency
- MATLAB® Utility for Small Invasive Procedure to Confirm Objectively the New Disease - Chronic Pain
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