Granger Causality with Signal-dependent Noise
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May 1, 2018 - MATLAB
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effective-connectivity
Here are 6 public repositories matching this topic...
This repository is a set of tools that I use in my thesis, the main focus is processing EEG data, but some functions is expandable to other time series and signal processing fields.
time-series eeg pli time-series-analysis functional-connectivity eeg-analysis granger-causality phase-lag-index effective-connectivity
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Dec 30, 2025 - Python
This Repository is a part of my thesis for analyzing connectivity of EEG channels, but codes are extendable to other fields and studies.
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Oct 2, 2024 - Python
NeuroCausality analyzes EEG data to map how brain regions influence each other using causal connectivity methods.
time-series neuroscience eeg-signals causal-inference brain-connectivity granger-causality effective-connectivity lingam
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Apr 8, 2026 - Python
Code for the PNAS paper: Causal connectivity measures for pulse-output network reconstruction: Analysis and applications
neural-networks causality causal-inference functional-connectivity effective-connectivity structural-connectivity
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Feb 27, 2025 - Python
Spectral DCM pipeline for rs-fMRI effective connectivity and dementia conversion analysis.
computational-neuroscience neuroimaging peb alzheimers-disease dementia resting-state-fmri bma effective-connectivity dynamic-causal-modeling spectral-dcm oasis-3 default-mode-network salience-network executive-control-network
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Jan 25, 2026 - MATLAB
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