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Publications

Interpretable many-class decoding for MEG.

Csaky R. et al, (2023), Neuroimage, 282

Group-level Brain Decoding with Deep Learning

Csaky R. et al, (2023), Human Brain Mapping

Mapping Interictal Activity in Epilepsy Using Hidden Markov Modelling: A Magnetoencephalography Study

Seedat Z. et al, (2022), Human Brain Mapping

Multi-dynamic modelling reveals strongly time-varying resting fMRI correlations.

Pervaiz U. et al, (2022), Med Image Anal, 77

Data and model considerations for estimating time-varying functional connectivity in fMRI

Ahrends C. et al, (2022), NeuroImage

Microstates and power envelope hidden Markov modeling probe bursting brain activity at different timescales

Coquelet N. et al, (2022), NeuroImage, 247, 118850 - 118850

Mild traumatic brain injury impairs the coordination of intrinsic and motor-related neural dynamics

Rier L. et al, (2021), NeuroImage: Clinical

Hierarchical modelling of functional brain networks in population and individuals from big fMRI data.

Farahibozorg S-R. et al, (2021), Neuroimage

Within-cycle instantaneous frequency profiles report oscillatory waveform dynamics.

QUINN A. et al, (2021), Journal of Neurophysiology

Within-cycle instantaneous frequency profiles report oscillatory waveform dynamics.

Quinn AJ. et al, (2021), J Neurophysiol

Revealing the dynamic nature of amplitude modulated neural entrainment with Holo-Hilbert Spectral Analysis

Juan C-H. et al, (2021), Frontiers in Neuroscience

Balance between competing spectral states in Subthalamic nucleus is linked to motor impairment in Parkinson’s Disease

Khawaldeh S. et al, (2021), Brain: a journal of neurology

Dissociable components of information encoding in human perception

VIDAURRE D. et al, (2021), Cerebral Cortex

Temporally delayed linear modelling (TDLM) measures replay in both animals and humans.

Liu Y. et al, (2021), Elife, 10

Adapting non-invasive human recordings along multiple task-axes shows unfolding of spontaneous and over-trained choice.

Takagi Y. et al, (2021), Elife, 10

Within-cycle instantaneous frequency profiles report oscillatory waveform dynamics

QUINN A. et al, (2021), Biorxiv

EMD: Empirical Mode Decomposition and Hilbert-Huang Spectral Analyses in Python.

Quinn AJ. et al, (2021), J Open Source Softw, 6

Replay bursts in humans coincide with activation of the default mode and parietal alpha networks.

Higgins C. et al, (2021), Neuron, 109, 882 - 893.e7

Transient beta activity and connectivity during sustained motor behaviour

Echeverria-Altuna I. et al, (2021)

Dynamic Analysis on Simultaneous iEEG-MEG Data via Hidden Markov Model.

Zhang S. et al, (2021), Neuroimage

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