BOLD correlates of EEG topography reveal rapid resting-state network dynamics

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Consistent resting-state networks across healthy subjects

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Abnormalities in electroencephalographic microstates among violent patients with schizophrenia

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Resting-state EEG dynamics help explain differences in response control in ADHD: Insight into electrophysiological mechanisms and sex differences

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EEG microstate D as psychosis-specific correlate in adolescents and young adults with clinical high risk for psychosis and first-episode psychosis

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EEG microstates analysis after TMS in patients with subacute stroke during the resting state

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Monitoring pilot trainees’ cognitive control under a simulator-based training process with EEG microstate analysis

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EEG Microstates in the Study of Attention‐Deficit Hyperactivity Disorder: A Review of Preliminary Evidence

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Altered Brain Functional Hubs and Connectivity Underlie Persistent Somatoform Pain Disorder

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Differentiating propofol-induced altered states of consciousness using features of EEG microstates

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Dysfunctional Brain Dynamics of Parkinson's Disease and the Effect of Acute Deep Brain Stimulation

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Network organization of resting-state cerebral hemodynamics and their aliasing contributions measured by functional near-infrared spectroscopy

Zhang, F., Khan, A. F., Ding, L., & Yuan, H. (2022) · Journal of Neural Engineering · doi:10.1088/1741-2552/acaccb · Cited by 12

Changes in electroencephalography microstates are associated with reduced levels of vigilance after sleep deprivation

An, X., Lian, J., Xu, L., Peng, Z., Chen, S., Cheng, M., & Shao, Y. (2023) · Brain Research · doi:10.1016/j.brainres.2023.148729 · Cited by 14

Microstate and Omega Complexity Analyses of the Resting-state Electroencephalography

Gao, F., Jia, H., & Feng, Y. (2018) · Journal of Visualized Experiments · doi:10.3791/56452 · Cited by 12

Calculation and Analysis of Microstate Related to Variation in Executed and Imagined Movement of Force of Hand Clenching

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Insular Cortex

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Multimodal resting-state connectivity predicts affective neurofeedback performance

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Effects of acute exercise fatigue on the spatiotemporal dynamics of resting-state large-scale brain networks

Zhao, S., Lin, H., Chi, A., & Gao, Y. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.986368 · Cited by 11

Cardiorespiratory fitness modulates prestimulus EEG microstates during a sustained attention task

Muccio, F. D., Simonet, M., Brandner, C., Ruggeri, P., & Barral, J. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1188695 · Cited by 11

Modulation of electroencephalogram brain activity dynamics by 10 Hz parietal repetitive transcranial magnetic stimulation: Implications for recovery of the minimally conscious state

Lǐ, Y., Wan, X., Zhang, Y., & Song, W. (2024) · Neuroscience Letters · doi:10.1016/j.neulet.2024.137986 · Cited by 11

Identifying individual brain development using multimodality brain network

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EEG microstate analysis and machine learning classification in patients with obsessive-compulsive disorder

Ma, M., Lu, B., Gong, Y., Xiao, C., Yang, Y., Ju, Y., Xi, Z., Gao, Y., Ning, X., & Zhang, Y. (2025) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2025.01.005 · Cited by 12

Investigating ADHD subtypes in children using temporal dynamics of the electroencephalogram (EEG) microstates

Luo, N., Luo, X., Yao, D., Calhoun, V. D., Sun, L., & Jing Sui （Beijing Normal University）， my correct affiliation is beijing normal university, N. Q. U. O. S. A. T. (2021) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc46164.2021.9630614 · Cited by 11

Providing Task Instructions During Motor Training Enhances Performance and Modulates Attentional Brain Networks

Penalver-Andres, J. A., Buetler, K. A., Koenig, T. W., Müri, R. M., & Marchal–Crespo, L. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.755721 · Cited by 13

Real-Time Detection and Feedback of Canonical Electroencephalogram Microstates: Validating a Neurofeedback System as a Function of Delay

Asai, T., Hamamoto, T., Kashihara, S., & Imamizu, H. (2022) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2022.786200 · Cited by 11

Causal link between prefrontal cortex and EEG microstates: evidence from patients with prefrontal lesion

Zhao, Z., Ran, X., Lv, S., Wang, J., Qiu, M., Wang, C., Xu, Y., Guo, X. J., Gao, Z., Mu, J., et al. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1306120 · Cited by 11

Attenuation of temporal correlations of neuronal oscillations in patients with mild spastic diplegia

Gao, F., Wu, X., Feng, Y., & Jia, H. (2017) · Scientific Reports · doi:10.1038/s41598-017-14879-8 · Cited by 10

Temporal dynamics of intranasal oxytocin in human brain electrophysiology

Zelenina, M., Kosilo, M., da Cruz, J. N., Antunes, M. C. D. S., Figueiredo, P., Mehta, M. A., & Prata, D. P. (2021) · Cerebral Cortex · doi:10.1093/cercor/bhab404 · Cited by 10

Frontal bilateral synchronous theta waves and the resting EEG coherence in children aged 7–8 and 9–10 with learning difficulties

Machinskaya, R. I., & Kurgansky, А. V. (2013) · Human Physiology · doi:10.1134/s0362119713010106 · Cited by 11

Brain-wide neural co-activations in resting human

Ding, L., Shou, G., Cha, Y., Sweeney, J. A., & Yuan, H. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119461 · Cited by 13

The Resting-State Electroencephalogram Microstate Correlations With Empathy and Their Moderating Effect on the Relationship Between Empathy and Disgust

Zhang, M., Li, Z., Wang, L., Yang, S., Zou, F., Wang, Y., Wu, X., & Luo, Y. (2021) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2021.626507 · Cited by 11

Altered resting-state electroencephalography microstate characteristics in young male smokers

Li, X., Dong, F., Zhang, Y., Wang, J., Wang, Z., Sun, Y., Zhang, M., Xue, T., Ren, Y., Lv, X., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1008007 · Cited by 10

Resting-state EEG microstates as electrophysiological biomarkers in post-stroke disorder of consciousness

Yu, F., Gao, Y., Li, F., Zhang, X., Hu, F., Jia, W., & Li, X. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1257511 · Cited by 10

Distinguishing Laparoscopic Surgery Experts from Novices Using EEG Topographic Features

Manabe, T., Rahul, F., Fu, Y., Intes, X., Schwaitzberg, S., De, S., Cavuoto, L., & Dutta, A. (2023) · Brain Science · doi:10.3390/brainsci13121706 · Cited by 10

Resting state EEG microstate profiling and a machine-learning based classifier model in epilepsy

Asha, S. A., Sudalaimani, C., Devanand, P., Subodh, P. S., Lathikakumari, A. M., Kumar, D. K., Thomas, S. V., & Menon, R. N. (2024) · Cognitive Neurodynamics · doi:10.1007/s11571-024-10095-z · Cited by 10

Decoding the Preparation Stage of Target Shooting under Audiovisual Restricted Conditions: Investigating Neural Mechanisms Using Microstate Analysis

Man, H., Gong, A., Song, X., Zhang, Y., Zhou, Y., & Fu, Y. (2024) · Brain Topography · doi:10.1007/s10548-024-01066-y · Cited by 10

Quantifying neurovascular coupling through a concurrent assessment of arterial, capillary, and neuronal activation in humans: A multimodal EEG-fNIRS-TCD investigation

Burma, J. S., Oni, I. K., Lapointe, A. P., Rattana, S., Schneider, K., Debert, C. T., Smirl, J. D., & Dunn, J. F. (2024) · NeuroImage · doi:10.1016/j.neuroimage.2024.120910 · Cited by 11

Multiple patterns of EEG parameters and their role in the prediction of patients with prolonged disorders of consciousness

Li, H., Dong, L., Su, W., Liu, Y., Tang, Z., Liao, X., Long, J., Zhang, X., Sun, X., & Zhang, H. (2025) · Frontiers in Neuroscience · doi:10.3389/fnins.2025.1492225 · Cited by 10

Effects of two types of repetitive transcranial magnetic stimulation on brain network in Parkinson’s disease

Liu, S., Yang, S., Wang, C., Li, J., & Wang, L. (2025) · npj Parkinson s Disease · doi:10.1038/s41531-025-01054-4 · Cited by 10

Dynamics of EEG Microstates Change Across the Spectrum of Disorders of Consciousness

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Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis

Hirayama, J.-I., Ogawa, T., & Hyvärinen, A. (2015) · Neural Computation · doi:10.1162/neco_a_00747 · Cited by 10

Resting-State EEG Microstates and Power Spectrum in Borderline Personality Disorder: A High-Density EEG Study

Deiber, M., Piguet, C., Berchio, C., Michel, C. M., Perroud, N. A., & Ros, T. (2023) · Brain Topography · doi:10.1007/s10548-023-01005-3 · Cited by 10

Clustering Brain-Network Time Series by Riemannian Geometry

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Perceptual phenomena in destructured sensory fields: Probing the brain’s intrinsic functional architectures

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Modeling the Switching Behavior of Functional Connectivity Microstates (FCμstates) as a Novel Biomarker for Mild Cognitive Impairment

Dimitriadis, S. I., López, M. E., Maestú, F., & Pereda, E. (2019) · Frontiers in Neuroscience · doi:10.3389/fnins.2019.00542 · Cited by 10

Within and Between Subject Spectral Fingerprints of EEG-Microstate Parameters

Zulliger, J., Hernandez, L. D., & Koenig, T. W. (2022) · Brain Topography · doi:10.1007/s10548-022-00896-y · Cited by 10

Electroencephalography Microstate Alterations in Otogenic Vertigo: A Potential Disease Marker

Li, Y., Lu, W. B., Li, J., Li, M., Fang, J., Xu, T., Yuan, T., Qian, D., Shi, H., & Yin, S. (2022) · Frontiers in Aging Neuroscience · doi:10.3389/fnagi.2022.914920 · Cited by 10

Trait Aggression is Reflected by a Lower Temporal Stability of EEG Resting Networks

Kleinert, T., & Nash, K. A. (2022) · Brain Topography · doi:10.1007/s10548-022-00929-6 · Cited by 12

Spontaneous brain microstates correlate with impaired inhibitory control in internet addiction disorder

Qi, Y., Liu, Y., Yan, Z., Zhang, X., & He, Q. (2023) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2023.111686 · Cited by 9

The effect of EEG microstate on the characteristics of TMS-EEG

Ding, Z., Wang, Y., Niu, Z., Ouyang, G., & Xiaoli Li, A. (2024) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2024.108332 · Cited by 9

Beyond Frequency Bands: Complementary-Ensemble-Empirical-Mode-Decomposition-Enhanced Microstate Sequence Non-Randomness Analysis for Aiding Diagnosis and Cognitive Prediction of Dementia

Wan, W., Gu, Z., Peng, C., & Cui, X. (2024) · Brain Sciences · doi:10.3390/brainsci14050487 · Cited by 9

Valence-specific EEG microstate modulations during self-generated affective states

Nazare, K., & Tomescu, M. I. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1300416 · Cited by 9

Regime switching in coupled nonlinear systems: Sources, prediction, and control—Minireview and perspective on the Focus Issue

Franović, I., Eydam, S., & Eroglu, D. (2024) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0247498 · Cited by 9

Effects of Mental Workload Manipulation on Electroencephalography Spectrum Oscillation and Microstates in Multitasking Environments

Li, W., Cheng, S., Dai, J., & Chang, Y. (2025) · Brain and Behavior · doi:10.1002/brb3.70216 · Cited by 9

Evaluating Brain Activity in Patients With Chronic Disorders of Consciousness After Traumatic Brain Injury Using EEG Microstate Analysis During Hyperbaric Oxygen Therapy

Xu, L., Wang, J., Wang, C., Ge, Q., Ren, Z., He, C., Liu, Y., Wang, B., Liu, Y., Xue, L., et al. (2025) · CNS Neuroscience & Therapeutics · doi:10.1111/cns.70220 · Cited by 9

Current status, trends, and recommendations of EEG microstates research

Han, S., Su, W., Li, W., Ma, Y., & Luo, Y. (2025) · Current Psychology · doi:10.1007/s12144-025-07903-y · Cited by 9

Can repetitive transcranial magnetic stimulation promote recovery of consciousness in patients with disorders of consciousness? A randomized controlled trial

Liu, Z., Wu, S., Wang, S., Wu, H., Gao, H., & Lu, X. J. (2025) · NeuroImage Clinical · doi:10.1016/j.nicl.2025.103802 · Cited by 10

EEG microstate analysis in trigeminal neuralgia: identifying potential biomarkers for enhanced diagnostic accuracy

Lashaki, R. A., Raeisi, Z., Sodagartojgi, A., Lomer, F. A., Aghdaei, E., & Najaf-Zadeh, H. (2025) · Acta Neurologica Belgica · doi:10.1007/s13760-025-02812-0 · Cited by 10

EEG microstates: from methodological foundations to clinical translation

Michel, C. M., & Bréchet, L. (2026) · Trends in Neurosciences · doi:10.1016/j.tins.2026.04.003 · Cited by 17

Alterations in spontaneous electrical brain activity after an extreme mountain ultramarathon

Spring, J., Sallard, E., Trabucchi, P., Millet, G. P., & Barral, J. (2022) · Biological Psychology · doi:10.1016/j.biopsycho.2022.108348 · Cited by 9

Neural network involvement for religious experiences in worship measured by EEG microstate analysis

Walter, Y., & Koenig, T. W. (2022) · Social Neuroscience · doi:10.1080/17470919.2022.2083228 · Cited by 9

Cortical network formation based on subthalamic beta bursts in Parkinson's disease

Sure, M., Vesper, J., Schnitzler, A., & Florin, E. (2022) · NeuroImage · doi:10.1016/j.neuroimage.2022.119619 · Cited by 11

Neural oscillations during acupuncture imagery partially parallel that of real needling

Zhang, H., Liu, Q., Yao, M., Zhang, Z., Chen, X., Luo, H., Ruan, L., Liu, T., Chen, Y., & Ruan, J. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1123466 · Cited by 9

EEG microstate changes during hyperbaric oxygen therapy in patients with chronic disorders of consciousness

Wang, J., Xu, L., Ge, Q., Xue, L., Liu, Y., Wang, C., Wu, Y., Liu, Y., Chen, L., Zhuang, Y., et al. (2023) · Frontiers in Neuroscience · doi:10.3389/fnins.2023.1145065 · Cited by 9

μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates

Feng, Z., Wang, S., Qian, L.-Z., Xu, M., Wu, K., Kakkos, I., Guan, C., & Sun, Y. (2023) · NeuroImage · doi:10.1016/j.neuroimage.2023.120372 · Cited by 9

Resting-state EEG Microstate Features Can Quantitatively Predict Autistic Traits in Typically Developing Individuals

Jia, H., Wu, X., Zhang, X., Guo, M., Yang, C., & Wang, E. (2023) · Brain Topography · doi:10.1007/s10548-023-01010-6 · Cited by 9

Neurophysiological explorations across the spectrum of psychosis, autism, and depression, during wakefulness and sleep: protocol of a prospective case–control transdiagnostic multimodal study (DEMETER)

Lucarini, V., Alouit, A., Yeh, D., Coq, J. L., Savatte, R., Charre, M., Louveau, C., Houamri, M. B., Penaud, S., Gaston‐Bellegarde, A., et al. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-05347-x · Cited by 9

Macro- and Microstates of Resting-State EEG in Children with Low-Functioning Autism

Portnova, G. V., & Martynova, O. (2023) · Advances in Neurodevelopmental Disorders · doi:10.1007/s41252-023-00374-x · Cited by 9

Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data

Trujillo‐Barreto, N. J., Araya, D., Astudillo, A., & El‐Deredy, W. (2024) · IEEE Access · doi:10.1109/access.2024.3354711 · Cited by 9

EEG microstates in epilepsy with and without cognitive dysfunction: Alteration in intrinsic brain activity

Fang, S., Zhu, C., Zhang, J., Wu, L., Zhang, Y., Huang, H., & Lin, W. (2024) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2024.109729 · Cited by 9

EEG microstates are associated with music training experience

Jiang, Y., & Zheng, M. (2024) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1434110 · Cited by 9

A Review on Non-Invasive Localisation of Focal Epileptic Activity Using EEG Source Imaging*

Lascano, A. M., Vulliémoz, S., Lantz, G., Spinelli, L., Michel, C. M., & Seeck, M. (2012) · Cited by 9

Common variant of CNTNAP2 gene modulate the social performances and functional connectivity of posterior right temporoparietal junction

Bai, T., Zhang, L., Xie, X., Xiao, G., Huang, W., Li, D., Zu, M., Wei, L., Zuo, X., Gong-Jun, J. I., et al. (2019) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsaa008 · Cited by 9

30th Annual Computational Neuroscience Meeting: CNS*2021–Meeting Abstracts

Arora, K., Zulfiqar, I., Schultheiss, H., Martino, F. D., Gulban, O. F., Lage‐Castellanos, A., & Moerel, M. (2021) · Journal of Computational Neuroscience · doi:10.1007/s10827-021-00801-9 · Cited by 9

Brain Responses to a Self-Compassion Induction in Trauma Survivors With and Without Post-traumatic Stress Disorder

Creaser, J. L., Storr, J., & Karl, A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.765602 · Cited by 9

Electroencephalographic Microstates are Correlated with Global Functioning in Schizophrenia But Not in Bipolar Disorder

Chen, P., Ku, H., Wang, J.-K., Kang, J., & Hsu, T. (2022) · Clinical EEG and Neuroscience · doi:10.1177/15500594221098286 · Cited by 9

Electroencephalography Based Microstate Functional Connectivity Analysis in Emotional Cognitive Reappraisal Combined with Happy Music

Hua, W., & Li, Y. (2023) · Brain Sciences · doi:10.3390/brainsci13040554 · Cited by 9

Analysis of microstate features for Parkinson's disease based on reliability validation

Guo, Q., Liu, S., Wang, L., Feng, K., & Yang, S. (2024) · Journal of Neuroscience Methods · doi:10.1016/j.jneumeth.2024.110115 · Cited by 8

EEG analysis in patients with schizophrenia based on microstate semantic modeling method

Li, H., Wang, C., Ma, L., Xu, C., & Li, H. (2024) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2024.1372985 · Cited by 8

Spatiotemporal Microstate Dynamics of Spike-Free Scalp EEG Offer a Potential Biomarker for Refractory Temporal Lobe Epilepsy

Feng, R., Yang, J., Huang, H., Chen, Z., Feng, R., Hameed, N. U. F., Zhang, X., Hu, J., Chen, L., & Lu, S. (2024) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2024.3453377 · Cited by 8

EEG microstate as a biomarker of post-stroke depression with acupuncture treatment

Wei, C., Qu, Y., Chen, J., Rao, X., Li, Q., & Luo, J. (2024) · Frontiers in Neurology · doi:10.3389/fneur.2024.1452243 · Cited by 8

Distinct features of EEG microstates in autism spectrum disorder revealed by meta-analysis: the contribution of individual age to heterogeneity across studies

Wei, R., Wang, Y., Fang, H., Guan, L., Gao, J., Xu, X., Ke, X., & Jin, H. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1531694 · Cited by 9

Consistency of resting-state correlations between fMRI networks and EEG band power

Xavier, M., Esteves, I., Jorge, J., Abreu, R., Giraud, A., Sadaghiani, S., Wirsich, J., & Figueiredo, P. (2025) · Imaging Neuroscience · doi:10.1162/imag.a.37 · Cited by 8

Diagnosis of autism spectrum disorder using EEG microstates and chaos game representation

Han, L., Huang, Z., Li, C., & Chen, J. (2025) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2025.108722 · Cited by 8

EEG microstate-based classification using machine learning in depressed adolescents with and without non-suicidal self-injury

Song, Y. W., Kim, S., Lee, H.-A., Shim, S.-H., & Kim, J. S. (2025) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2025.111538 · Cited by 8

EEG microstate dynamics reveal progressive sensorimotor network dysfunction across levels of anxiety severity in drug-naïve major depressive disorder

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