A survey of brain network analysis by electroencephalographic signals

C Luo, F Li, P Li, C Yi, C Li, Q Tao, X Zhang, Y Si… - Cognitive …, 2022 - Springer
Brain network analysis is one efficient tool in exploring human brain diseases and can
differentiate the alterations from comparative networks. The alterations account for time …

[HTML][HTML] Time-Lagged Multidimensional Pattern Connectivity (TL-MDPC): An EEG/MEG pattern transformation based functional connectivity metric

S Rahimi, R Jackson, SR Farahibozorg, O Hauk - NeuroImage, 2023 - Elsevier
Functional and effective connectivity methods are essential to study the complex information
flow in brain networks underlying human cognition. Only recently have connectivity methods …

Identifying nonlinear functional connectivity with EEG/MEG using nonlinear time-lagged multidimensional pattern connectivity (nTL-MDPC)

S Rahimi, R Jackson, O Hauk - bioRxiv, 2023 - biorxiv.org
Investigating task-and stimulus-dependent connectivity is key to understanding how brain
regions interact to perform complex cognitive processes. Most existing connectivity analysis …

[HTML][HTML] Task modulation of spatiotemporal dynamics in semantic brain networks: an EEG/MEG study

S Rahimi, SR Farahibozorg, R Jackson, O Hauk - NeuroImage, 2022 - Elsevier
How does brain activity in distributed semantic brain networks evolve over time, and how do
these regions interact to retrieve the meaning of words? We compared spatiotemporal brain …

Decoding semantics from dynamic brain activation patterns: From trials to task in EEG/MEG source space

F Magnabosco, O Hauk - Eneuro, 2024 - eneuro.org
The temporal dynamics within the semantic brain network and its dependence on stimulus
and task parameters are still not well understood. Here, we addressed this by decoding task …

Multivariate Time-Lagged Multidimensional Pattern Connectivity (mvTL-MDPC) for EEG/MEG Functional Connectivity Analysis

S Rahimi, RL Jackson, O Hauk - bioRxiv, 2024 - biorxiv.org
Multidimensional connectivity methods are critical to reveal the full pattern of complex
interactions between brain regions over time. However, to date only bivariate …

A New Eye On Semantics: Probing the Spatiotemporal Brain Dynamics Underlying Natural Reading

F Magnabosco - 2024 - repository.cam.ac.uk
In this thesis, I examined the influence of task and context on the semantic processing of
single words in isolation and in a sentence context. In one study, I considered task effects on …

Development of novel multidimensional pattern-based EEG/MEG connectivity methods and their application to investigate the semantic brain network

M Rahimi Ghazikalayeh - 2023 - repository.cam.ac.uk
Functional and effective connectivity methods are key to understanding how brain regions
interplay to perform complex cognitive processes. Yet, most current connectivity methods …