Cross-frequency coupling and intelligent neuromodulation

CH Yeh, C Zhang, W Shi, MT Lo… - Cyborg and bionic …, 2023 - spj.science.org
Cross-frequency coupling (CFC) reflects (nonlinear) interactions between signals of different
frequencies. Evidence from both patient and healthy participant studies suggests that CFC …

Connectivity analysis in EEG data: a tutorial review of the state of the art and emerging trends

G Chiarion, L Sparacino, Y Antonacci, L Faes, L Mesin - Bioengineering, 2023 - mdpi.com
Understanding how different areas of the human brain communicate with each other is a
crucial issue in neuroscience. The concepts of structural, functional and effective …

Variational phase-amplitude coupling characterizes signatures of anterior cortex under emotional processing

C Zhang, CH Yeh, W Shi - IEEE Journal of Biomedical and …, 2023 - ieeexplore.ieee.org
Emotion, an essential aspect in inferring human psychological states, is featured by
entangled oscillators operating at multiple frequencies and montages. However, the …

[HTML][HTML] Auditory cues modulate the short timescale dynamics of STN activity during step** in Parkinson's disease

CH Yeh, Y Xu, W Shi, JJ FitzGerald, AL Green… - Brain stimulation, 2024 - Elsevier
Background Gait impairment has a major impact on quality of life in patients with Parkinson's
disease (PD). It is believed that basal ganglia oscillatory activity at β frequencies (15–30 Hz) …

EEG emotion recognition based on cross-frequency granger causality feature extraction and fusion in the left and right hemispheres

J Zhang, X Zhang, G Chen, L Huang… - Frontiers in Neuroscience, 2022 - frontiersin.org
EEG emotion recognition based on Granger causality (GC) brain networks mainly focus on
the EEG signal from the same-frequency bands, however, there are still some causality …

A novel nonlinear bispectrum analysis for dynamical complex oscillations

Y Hu, W Shi, CH Yeh - Cognitive Neurodynamics, 2024 - Springer
In this study, we proposed a novel set of bispectrum in constructing both frequency power
and complexity spectrum. The uniform phase empirical mode decomposition (UPEMD) was …

Gait-related beta-gamma phase amplitude coupling in the subthalamic nucleus of parkinsonian patients

AA Farokhniaee, C Palmisano… - Scientific Reports, 2024 - nature.com
Abstract Analysis of coupling between the phases and amplitudes of neural oscillations has
gained increasing attention as an important mechanism for large-scale brain network …

Human Auditory–Motor Networks Show Frequency‐Specific Phase‐Based Coupling in Resting‐State MEG

O Bedford, A Noly‐Gandon, A Ara… - Human Brain …, 2025 - Wiley Online Library
Perception and production of music and speech rely on auditory–motor coupling, a
mechanism which has been linked to temporally precise oscillatory coupling between …

A simulation study of transcranial magnetoacoustic stimulation of the basal ganglia thalamic neural network to improve pathological beta oscillations in Parkinson's …

Y Zhang, H Zhang, T Xu, J Liu, J Mu, R Chen… - Computer Methods and …, 2024 - Elsevier
Background: Parkinson's disease (PD) is a common neurodegenerative disease.
Transcranial magnetoacoustic stimulation (TMAS) is a new therapy that combines a …

Alpha and high beta subthalamic intermittent activity correlates with freezing of gait severity in Parkinson's disease

AF Neto, F Godinho, LRT da Silva, JB de Luccas… - Clinical …, 2025 - Elsevier
Abstract Introduction: Freezing of Gait (FOG) is a disabling symptom that affects over half of
Parkinson's disease patients (PD) and hinders the ability to walk. Subthalamic nucleus …