Projects

Computational analysis of resting-state EEG patterns
EEG microstates
Time series analysis
Computational models of neural activity and coupled oscillator models
Time-series analysis of cardio-respiratory data
Stochastic simulation of Ca²⁺ cellular signals (code)

Visit the homepage of the Translational Neuroscience Facility at UNSW.

Software

EEG microstate analysis
- Python package
- Online
Autoinformation analysis
Hodgkin-Huxley 2D model
Morris-Lecar 2D model
FitzHugh-Nagumo 2D model
Hindmarsh-Rose 2D model
IzhikevichH 2D model
Stuart-Landau oscillator 2D model
Kuramoto oscillator 2D model
Respiratory waveform analysis

Publications

News

Jan 26, 2024
Propofol reversibly attenuates short-range microstate ordering (online view)
Sep 27, 2023
Complexity Measures for EEG Microstate Sequences update
Sep 27, 2023
Complexity Measures for EEG Microstate Sequences: Concepts and Algorithms
Aug 29, 2023
SeriesSleepNet
Aug 29, 2023
GAGIS II conference
Aug 29, 2023
CGI 2023 presentation on GA code extensions
Aug 23, 2023
Probing the retina with white noise stimulation
May 12, 2023
Propofol effects on EEG microstate sequence ordering (pre-print)
May 11, 2023
Frequency analysis of EEG microstate sequences in wakefulness and NREM sleep
May 10, 2023
Complexity concepts for EEG microstate sequences (pre-print)
Apr 12, 2023
EMBC 2023: The Engineering in Medicine and Biology Conference
Mar 4, 2023
DGKN-2023 conference - P300 in epilepsy
Mar 3, 2023
DGKN-2023 conference (German Society for Clinical Neurophysiology)
Jan 1, 2023
StepUp 2023-25: NHMRC-EU Joint Programme on Neurodegenerative Disease Research
Aug 23, 2022
50 Years of Microstates conference, Bern 2022
Jun 16, 2022
EEG microstate oscillations in sleep linked to slow and spindle frequencies (pre-print)
Apr 21, 2022
Webscraping from kaggle notebooks with Selenium and PhantomJS
Apr 18, 2022
Quantifying consciousness in healthy adults using EEG phase coherence
Apr 14, 2022
Machine learning arXiv-vs-snarXiv
Apr 10, 2022
DeepLearning.AI GAN specialization
Apr 5, 2022
Guided projects
Mar 27, 2022
Stanford Machine Learning course on Coursera
Feb 25, 2022
Kaggle short courses on Machine Learning and Data Science
Feb 21, 2022
Open EEG databases
Dec 21, 2021
EEG microstates during an open-ended creation task
Dec 9, 2021
NHMRC Ideas Grant: Brain-BaDGE
Jun 10, 2021
Hindmarsh-Rose model of neuronal bursting
May 26, 2021
Methods and Applications in Fractal Physiology
May 23, 2021
2D coupled oscillator models in Python & Julia
May 19, 2021
2D models of neuronal excitability in Python & Julia
May 7, 2021
Online microstate sequence analysis
May 7, 2021
FitzHugh-Nagumo 2D model: Python + Julia
Apr 19, 2021
FitzHugh-Nagumo model
Apr 18, 2021
cardio-respiratory physiology: picsdb analysis
Apr 1, 2021
GIN - research data management
Mar 31, 2021
reveal-js