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Xiaofei (Clara)Dong's Projects

fooof icon fooof

Parameterizing neural power spectra into periodic & aperiodic components.

ftf-analysis icon ftf-analysis

This is a Matlab code for F-value time-frequency (FTF) analysis. FTF analysis applies the F-value of ANOVA to time-frequency analysis. FTF analysis represents the statistical differences among conditions in both the time and frequency domains.

glm-cfc icon glm-cfc

A GLM based approach to measure CFC

gtsummary icon gtsummary

Presentation-Ready Data Summary and Analytic Result Tables

hugo-theme-notrack icon hugo-theme-notrack

A libre hugo personal webpage theme without reliance on third parties and no tracking.

me176_visual_snow icon me176_visual_snow

Repository to hold materials for project ME176 investigating cortical excitability in visual snow patients

meg-ampreject icon meg-ampreject

MATLAB code for automatic identification of artefacts in MEG data based on amplitude thresholds. Includes data cleaning and data visualisation functions.

megfooof icon megfooof

MEG data analyses for the Parameterizing Neural Power Spectra paper.

memes icon memes

MRI Estimation for MEG Sourcespace (MEMES) is a set of tools for estimating an appropriate structural MRI for MEG source analysis

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mltutorials icon mltutorials

Lab internal ML teaching tutorials for Google Colab

mq_meg_scripts icon mq_meg_scripts

Public repository for analysis scripts developed by the Macquarie MEG Laboratory

neurokit icon neurokit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

neurora icon neurora

A Python Toolbox for Multimode Neural Data Representation Analysis

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