ArticleFrontiers in neuroscience2021
Revealing the Dynamic Nature of Amplitude Modulated Neural Entrainment With Holo-Hilbert Spectral Analysis.
Article in Frontiers in neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Critical role of rhythms in prefrontal transcranial magnetic stimulation for depression: A randomized sham-controlled study.Human brain mapping · 2022Trial
- Article
- Electrical brain networks before and after transcranial pulsed shockwave stimulation in Alzheimer's patients.GeroScience · 2025Article
- Oscillatory Transcranial Electrical Stimulation and the Amplitude-Modulated Frequency Dictate the Quantitative Features of Phosphenes.The European journal of neuroscience · 2025Article
- The association between working memory precision and the nonlinear dynamics of frontal and parieto-occipital EEG activity.Scientific reports · 2023Article
- Amplitude modulating frequency overrides carrier frequency in tACS-induced phosphene percept.Human brain mapping · 2023Article
- A holo-spectral EEG analysis provides an early detection of cognitive decline and predicts the progression to Alzheimer's disease.Frontiers in aging neuroscience · 2023Article
- A review of critical brain oscillations in depression and the efficacy of transcranial magnetic stimulation treatment.Frontiers in psychiatry · 2023Review
- Evaluating the Different Stages of Parkinson's Disease Using Electroencephalography With Holo-Hilbert Spectral Analysis.Frontiers in aging neuroscience · 2022Article
- Amplitude modulated gamma oscillations as electrophysiological markers for repetitive transcranial magnetic stimulation efficacy in treatment-resistant depression: a randomized sham-controlled study.International journal of clinical and health psychology : IJCHPArticle
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Authors and funding
10 authors.
Funding
Abstract
Patterns in external sensory stimuli can rapidly entrain neuronally generated oscillations observed in electrophysiological data. Here, we manipulated the temporal dynamics of visual stimuli with cross-frequency coupling (CFC) characteristics to generate steady-state visual evoked potentials (SSVEPs). Although CFC plays a pivotal role in neural communication, some cases reporting CFC may be false positives due to non-sinusoidal oscillations that can generate artificially inflated coupling values. Additionally, temporal characteristics of dynamic and non-linear neural oscillations cannot be fully derived with conventional Fourier-based analyses mainly due to trade off of temporal resolution for frequency precision. In an attempt to resolve these limitations of linear analytical methods, Holo-Hilbert Spectral Analysis (HHSA) was investigated as a potential approach for examination of non-linear and non-stationary CFC dynamics in this study. Results from both simulation and SSVEPs demonstrated that temporal dynamic and non-linear CFC features can be revealed with HHSA. Specifically, the results of simulation showed that the HHSA is less affected by the non-sinusoidal oscillation and showed possible cross frequency interactions embedded in the simulation without any
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