Resting-state slow wave power, healthy aging and cognitive performance.
- Authors
- Vlahou, Eleni L; Thurm, Franka; Kolassa, Iris-Tatjana; Schlee, Winfried
- Year
- 2014
- Journal
- Scientific reports
- PMID
- 24869503
- DOI
- 10.1038/srep05101
- PMCID
- PMC4037748
Cognitive functions and spontaneous neural activity show significant changes over the life-span, but the interrelations between age, cognition and resting-state brain oscillations are not well understood. Here, we assessed performance on the Trail Making Test and resting-state magnetoencephalographic (MEG) recordings from 53 healthy adults (18-89 years old) to investigate associations between age-dependent changes in spontaneous oscillatory activity and cognitive performance. Results show that healthy aging is accompanied by a marked and linear decrease of resting-state activity in the slow frequency range (0.5-6.5β Hz). The effects of slow wave power on cognitive performance were expressed as interactions with age: For older (>54 years), but not younger participants, enhanced delta and theta power in temporal and central regions was positively associated with perceptual speed and executive functioning. Consistent with previous work, these findings substantiate further the important role of slow wave oscillations in neurocognitive function during healthy aging.
(a) Topographic representation of the scalp distribution of Pearson product moment correlations between age and MEG power for slow-waves (0.5β6.5 Hz). Blue regions indicate negative correlations, red regions indicate positive correlations. The cluster of sensors showing significant linear decrease in MEG power with age (p = .009) is marked with white dots. (b) Scatterplot depicting linear correlations between cluster-averaged spectral power and chronological age (r = β.58, p < .001).
Scaled spectral power averaged over all sensors from the slow wave cluster.Significant frequencies are shaded in gray. Participants were divided into a βyoungerβ (n = 26, blue line) and an βolderβ (n = 27, red line) group by median split. Older participants exhibit reduced spectral power compared to younger for slow wave frequencies. The small peak at 16.6 Hz represents technical noise resulting from a railway system that operates in a distance of approximately 1 km to the lab.
(a) Illustration of the position of the selected sensor clusters for the five defined regions (Frontal, Central, Left Temporal, Right Temporal and Occipital). (bβd) Scatterplots depicting linear correlations between slow wave activity in temporal and central regions and performance (completion time) on the Trail Making Test, separately for βyoungerβ (n = 26) and βolderβ (n = 27) participants (based on a median split). (b) Associations between performance on TMT-A and delta power (0.5β4 Hz) in the right temporal region. (c) Associations between performance on TMT-B and delta power in the central region. (d) Associations between performance on TMT-B and theta activity in the left temporal region.
No entities extracted from this document yet.
No uploaded files.
| Citation | PMID | DOI | Status |
|---|---|---|---|
| AckenheilM., StotzG., Dietz-BauerR. & VossenA. I. Mini International Neuropsychiatric Interview. German version 5.0.0. (Munich, 1999). | β | β | β |
| AdankP. & JanseE. Comprehension of a novel accent by young and older listeners. Psychol Aging 25, 736β740 (2010).2085397810.1037/a0020054 | β | β | β |
| AkaikeH. [Information theory as an extension of the maximum likelihood principle]. Second International Symposium on Information Theory [Petrov, B. N. & Csaki, F. (eds.)] [267β281] (Akademiai Kiado, Budapest, 1973). | β | β | β |
| American Psychiatric Association: Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (DSM-IV-TR) (Washington, DC, 2000). | β | β | β |
| AndersonK. L., RajagovindanR., GhacibehG. A., MeadorK. J. & DingM. Theta oscillations mediate interaction between prefrontal cortex and medial temporal lobe in human memory. Cereb Cortex 20, 1604β1612 (2010).1986163510.1093/cercor/bhp223 | β | β | β |
| AngueraJ. A. et al. Video game training enhances cognitive control in older adults. Nature 501, 97β101 (2013).2400541610.1038/nature12486PMC3983066 | β | β | β |
| BabiloniC. et al. Sources of cortical rhythms in adults during physiological aging: a multicentric EEG study. Hum Brain Mapp 27, 162β172 (2006).1610801810.1002/hbm.20175PMC6871339 | β | β | β |
| BartzokisG. et al. Age-related changes in frontal and temporal lobe volumes in men: a magnetic resonance imaging study. Arch Gen Psychiatry 58, 461β465 (2001).1134352510.1001/archpsyc.58.5.461 | β | β | β |
| BosselerA. N. et al. Theta brain rhythms index perceptual narrowing in infant speech perception. Front Psychol 4, 10.3389/fpsyg.2013.00690 (2013).10.3389/fpsyg.2013.00690PMC379530424130536 | β | β | β |
| BΓ€ckmanL., LindenbergerU., LiS.-C. & NybergL. Linking cognitive aging to alterations in dopamine neurotransmitter functioning: Recent data and future avenues. Neurosci Biobehav R 34, 670β677 (2010).10.1016/j.neubiorev.2009.12.00820026186 | β | β | β |
| CaplanJ. B. et al. Human ΞΈ oscillations related to sensorimotor integration and spatial learning. J Neurosci 23, 4726β4736 (2003).1280531210.1523/JNEUROSCI.23-11-04726.2003PMC6740775 | β | β | β |
| ClarkC. et al. Spontaneous alpha peak frequency predicts working memory performance across the age span. Int J Psychophysiol 53, 1β9 (2004).1517213010.1016/j.ijpsycho.2003.12.011 | β | β | β |
| CumminsT. D. & FinniganS. Theta power is reduced in cognitive aging. Int J Psychophysiol 66, 10β17 (2007).1758263210.1016/j.ijpsycho.2007.05.008 | β | β | β |
| DelormeA. & MakeigS. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Meth 134, 9β21 (2004).10.1016/j.jneumeth.2003.10.00915102499 | β | β | β |
| EngelA. K. & FriesP. Beta-band oscillations β signalling the status quo? Curr Opin Neurobiol 20, 156β165 (2010).2035988410.1016/j.conb.2010.02.015 | β | β | β |
| FernΓ‘ndezA. et al. Focal temporoparietal slow activity in Alzheimer's Disease revealed by magnetencephalography. Biol Psychiatry 52, 764β770 (2002).1237266810.1016/s0006-3223(02)01366-5 | β | β | β |
| FinniganS. & RobertsonI. H. Resting EEG theta power correlates with cognitive performance in healthy older adults. Psychophysiol 48, 1083β1087 (2011).10.1111/j.1469-8986.2010.01173.x21729101 | β | β | β |
| GiraudA. L. & PoeppelD. Cortical oscillations and speech processing: emerging computational principles and operations. Nat Neurosci, 15, 511β517 (2012).2242625510.1038/nn.3063PMC4461038 | β | β | β |
| GreiciusM. D., KrasnowB., ReissA. L. & MenonV. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. PNAS 100, 253β258 (2003).1250619410.1073/pnas.0135058100PMC140943 | β | β | β |
| GrunwaldM. et al. Correlation between cortical ΞΈ activity and hippocampal volumes in health, mild cognitive impairment, and mild dementia. J Clin Neurophysiol 18, 178β184 (2001).1143581010.1097/00004691-200103000-00010 | β | β | β |
| GrunwaldM., HenselA., WolfH., WeissT. & GertzH.-J. Does the hippocampal atrophy correlate with the cortical theta power in elderly subjects with a range of cognitive impairment? J Clin Neurophysiol 24, 22β26 (2007).1727757310.1097/WNP.0b013e31802ed5b2 | β | β | β |
| HartikainenP., SoininenH., PartanenJ., HelkalaE. L. & RiekkinenP. Aging and spectral analysis of EEG in normal subjects: a link to memory and CSF AChE. Acta Neurol Scand 86, 148β55 (1992).141422410.1111/j.1600-0404.1992.tb05057.x | β | β | β |
| HeddenT. & GabrieliJ. D. E. Insights into the ageing mind: a view from cognitive neuroscience. Nat Rev Neurosci 5, 87β96 (2004).1473511210.1038/nrn1323 | β | β | β |
| HolmS. A simple sequentially rejective multiple test procedure. Scand J Stat 6, 65β70 (1979). | β | β | β |
| HoM.-C. et al. Task-related brain oscillations in normal aging. Health 4, 762β768 (2012). | β | β | β |
| KahanaM. J., SeeligD. & MadsenJ. R. Theta returns. Curr Opin Neurobiol 11, 739β744 (2001).1174102710.1016/s0959-4388(01)00278-1 | β | β | β |
| KlimeschW. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res Rev 29, 169β195 (1999).1020923110.1016/s0165-0173(98)00056-3 | β | β | β |
| KnΓΆscheT. R. Transformation of whole-head MEG recordings between different sensor positions. Biomedizinische Technik 47, 59β62 (2002).1197744410.1515/bmte.2002.47.3.59 | β | β | β |
| KouijzerM. E. J., de MoorJ. M. H., GerritsB. J. L., CongedoM. & van SchieH. T. Neurofeedback improves executive functioning in children with autism spectrum disorders. Res Autism Spect Dis 3, 145β162 (2009). | β | β | β |
| LeirerV. M. et al. Changes in cortical slow wave activity in healthy aging. Brain Imag Behav 5, 222β228 (2011).10.1007/s11682-011-9126-321698438 | β | β | β |
| MaddoxT. W., ChandrasekaranB., SmaydaK. & YiH.-G. Dual systems of speech category learning across the lifespan. Psychol Aging 28, 1042β1056 (2013).2436440810.1037/a0034969PMC3876037 | β | β | β |
| MarisE. & OostenveldR. Nonparametric statistical testing of EEG and MEG-data. J Neurosci Meth 164, 177β190 (2007).10.1016/j.jneumeth.2007.03.02417517438 | β | β | β |
| MathewsonK. E. et al. Different slopes for different folks: Alpha and delta EEG power predict subsequent video game learning rate and improvements in cognitive control tasks. Psychophysiology 49, 1558β1570 (2012).2309512410.1111/j.1469-8986.2012.01474.x | β | β | β |
| McEvoyL. K., PellouchoudE., SmithM. E. & GevinsA. Neurophysiological signals of working memory in healthy aging. Cognitive Brain Res 11, 363β376 (2001).10.1016/s0926-6410(01)00009-x11339986 | β | β | β |
| MorrisJ. C., MohsR. C., RogersH., FillenbaumG. & HeymanA. Consortium to establish a registry for Alzheimer's disease (CERAD) clinical and neuropsychological assessment of Alzheimer's disease. Psychopharmacol Bull 24, 641β652 (1988).3249766 | β | β | β |
| NigburR., IvanovaG. & StΓΌrmerB. Theta power as a marker for cognitive interference. Clin Neurophysiol 122, 2185β2194 (2011).2155084510.1016/j.clinph.2011.03.030 | β | β | β |
| NybergL., LΓΆvdΓ©nM., RiklundK., LindenbergerU. & BΓ€ckmanL. Memory aging and brain maintenance. Trends Cogn Sci 16, 292β305 (2012).2254256310.1016/j.tics.2012.04.005 | β | β | β |
| OldfieldR. C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9, 97β113 (1971).514649110.1016/0028-3932(71)90067-4 | β | β | β |
| OostenveldR., FriesP., MarisE. & SchoffelenJ. M. FieldTrip: open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data. Comput Intell Neurosci (2011).10.1155/2011/156869PMC302184021253357 | β | β | β |
| PrichepL. S. et al. Prediction of longitudinal cognitive decline in normal elderly with subjective complaints using electrophysiological imaging. Neurobiol Aging 27, 471β481 (2006).1621363010.1016/j.neurobiolaging.2005.07.021 | β | β | β |
| Puligheddu et al. Age distribution of MEG spontaneous theta activity in healthy subjects. Brain Topogr 17, 165β175 (2005).1597447510.1007/s10548-005-4449-2 | β | β | β |
| RaghavachariS. et al. Gating of human theta oscillations by a working memory task. J Neurosci 21, 3175β3183 (2001).1131230210.1523/JNEUROSCI.21-09-03175.2001PMC6762557 | β | β | β |
| RaichleM. E. et al. A default mode of brain function. PNAS 98, 676β682 (2001).1120906410.1073/pnas.98.2.676PMC14647 | β | β | β |
| RossiniP. M., RossiS., BabiloniC. & PolichJ. Clinical neurophysiology of aging brain: From normal aging to neurodegeneration. Prog Neurobiol 83, 375β400 (2007).1787022910.1016/j.pneurobio.2007.07.010 | β | β | β |
| SalthouseT. A. Neuroanatomical substrates of age-related cognitive decline. Psychol Bul 135, 753β784 (2011).10.1037/a0023262PMC313222721463028 | β | β | β |
| SalthouseT. A. Selective review of cognitive aging. J Int Neuropsychol Soc 16, 754β760 (2010).2067338110.1017/S1355617710000706PMC3637655 | β | β | β |
| SalthouseT. A. When does age-related cognitive decline begin? Neurobiol Aging 30, 507β514 (2009).1923102810.1016/j.neurobiolaging.2008.09.023PMC2683339 | β | β | β |
| SchaieK. W., WillisS. L. & CaskieG. I. The Seattle longitudinal study: relationship between personality and cognition. Aging, Neuropsychol C 11, 304β324 (2004).10.1080/13825580490511134PMC147401816755303 | β | β | β |
| SchleeW. et al. Development of large-scale functional networks over the lifespan. Neurobiol Aging 33, 2411β2421 (2012).2223637210.1016/j.neurobiolaging.2011.11.031 | β | β | β |
| ShingY. L. et al. Hippocampal subfield volumes: age, vascular risk, and correlation with associative memory. Front Aging Neurosci 3, (2011).10.3389/fnagi.2011.00002PMC303501421331174 | β | β | β |
| SmallS. A., SchobelS. A., BuxtonR. B., WitterM. P. & BarnesC. A. A pathophysiological framework of hippocampal dysfunction in ageing and disease. Nat Rev Neurosci 12, 585β601 (2011).2189743410.1038/nrn3085PMC3312472 | β | β | β |
| StomrudE. et al. Slowing of EEG correlates with CSF biomarkers and reduced cognitive speed in elderly with normal cognition over 4 years. Neurobiol Aging 31, 215β223 (2008).1846283710.1016/j.neurobiolaging.2008.03.025 | β | β | β |
| SΓ‘nchez-CubilloI. et al. Construct validity of the Trail Making Test: Role of task-switching, working memory, inhibition/interference control, and visuomotor abilities. J Int Neuropsych Soc 15, 438β450 (2009).10.1017/S135561770909062619402930 | β | β | β |
| TombaughT. N. Trail Making Test A and B: Normative data stratified by age and education. Arch Clin Neuropsychol 19, 203β214 (2004).1501008610.1016/S0887-6177(03)00039-8 | β | β | β |
| WardL. M. Synchronous neural oscillations and cognitive processes. Trends Cogn Sci 7, 553β559 (2003).1464337210.1016/j.tics.2003.10.012 | β | β | β |
In this knowledge base
| Title | Year | PMID |
|---|---|---|
| Predicting Alcohol-Related Memory Problems in Older Adults: A Machine Learning Study with Multi-Domain Features. | 2023 | 37232664 |
External
| Title | Authors | Journal | Year | Link |
|---|---|---|---|---|
| Delta response varies across problem types and aging, while theta remains predominantly occipital. | Saricaoglu M et al. | β | 2026 | β |
| Divergence of cortical neurophysiology across different neurodegenerative disorders compared to healthy ageing. | Trubshaw M et al. | β | 2026 | β |
| Frequency-Resolved Cortical Functional Connectivity Across the Adult Lifespan. | Ruuskanen S et al. | β | 2026 | β |
| Normative modeling of MEG brain oscillations across the human lifespan. | Zamanzadeh M et al. | β | 2026 | β |
| Stroke and motor outcomes are associated with regional and age-specific changes in periodic and aperiodic cortical activity. | Albertson AJ et al. | β | 2026 | β |
| Ageing-related modification of sleep and breathing in orexin-knockout narcoleptic mice. | Bastianini S et al. | β | 2025 | β |
| Age-related differences in eye blink-related neural activity and functional connectivity during driving. | Alyan E et al. | β | 2025 | β |
| Chronic pain and its association with cognitive decline and brain function abnormalities in older adults: Insights from EEG and neuropsychological assessment. | GonzΓ‘lez-RoldΓ‘n AM et al. | β | 2025 | β |
| Differences in brain spindle density during sleep between patients with and without type 2 diabetes. | Yeung D et al. | β | 2025 | β |
| Disruption of sleep macro- and microstructure in Alzheimer's disease: overlaps between neuropsychology, neurophysiology, and neuroimaging. | Kegyes-Brassai AC et al. | β | 2025 | β |
| EEG-based Signatures of Schizophrenia, Depression, and Aberrant Aging: A Supervised Machine Learning Investigation. | Sarisik E et al. | β | 2025 | β |
| Effects of age and musical training on resting-state periodic oscillatory brain activity. | Guo S et al. | β | 2025 | β |
| Effects of Tablet-Based Cognitive Training in Cognitively Unimpaired Older Adults: A Randomized Controlled Trial. | Kim BR et al. | β | 2025 | β |
| Flanking age: Multilingualism and its role in shaping cognitive decline and neural dynamics. | Elin K et al. | β | 2025 | β |
| Gait speed-related changes in electrocortical activity in younger and older adults. | Salminen J et al. | β | 2025 | β |
| Immediate Modulations of Cheek Acupuncture on Brain Oscillations and Connectivity in Individuals With Chronic Pain. | Chen X et al. | β | 2025 | β |
| Intra- and Inter-Regional Complexity in Multi-Channel Awake EEG Through Multivariate Multiscale Dispersion Entropy for Assessing Sleep Quality and Aging. | Zandbagleh A et al. | β | 2025 | β |
| Large-scale cortical functional networks are organized in structured cycles. | van Es MWJ et al. | β | 2025 | β |
| Lifespan oscillatory dynamics in lexical production: A population-based MEG resting-state analysis. | Guichet C et al. | β | 2025 | β |
| Molecular, physiological and functional features underlying antipsychotic medication use related cortical thinning. | Tuominen L et al. | β | 2025 | β |
| Neural transmission in the wired brain, new insights into an encoding-decoding-based neuronal communication model. | Kinreich S | β | 2025 | β |
| Neurophysiological signatures of ageing: compensatory and compromised neural mechanisms. | Ranasinghe KG et al. | β | 2025 | β |
| Quantitative EEG fingerprints: Spatiotemporal stability in interhemispheric and interannual coherence. | TarlacΔ± S et al. | β | 2025 | β |
| Resting-state EEG dual biomarker for motor-cognitive function in elderly individuals. | Huh Y et al. | β | 2025 | β |
| Resting-State EEG Oscillations in Amyotrophic Lateral Sclerosis (ALS): Toward Mechanistic Insights and Clinical Markers. | Chmiel J et al. | β | 2025 | β |
| Resting-State EEG Power and Aperiodic Activity in Individuals with Mild Cognitive Impairment and Cognitively Healthy Controls. | Warren TS et al. | β | 2025 | β |
| Resting-state neural dynamics changes in older adults with post-COVID syndrome and the modulatory effect of cognitive training and sex. | Nagy B et al. | β | 2025 | β |
| The pathobiology of neurovascular aging. | Santisteban MM et al. | β | 2025 | β |
| Theta/Beta Ratio Neurofeedback Effects on Resting and Task-Related Theta Activity in Children with ADHD. | Enriquez-Geppert S et al. | β | 2025 | β |
| Theta-gamma tACS modulates attention network synchronization, not isolated network performance. | Diedrich L et al. | β | 2025 | β |
| VR Cognitive-based Intervention for Enhancing Cognitive Functions and Well-being in Older Adults with Mild Cognitive Impairment: Behavioral and EEG Evidence. | Makmee P et al. | β | 2025 | β |
| Age-dependent Electroencephalogram Characteristics During Different Levels of Anesthetic Depth. | Li F et al. | β | 2024 | β |
| Beta-to-Theta Entropy Ratio of EEG in Aging, Frontotemporal Dementia, and Alzheimer's Dementia. | Zandbagleh A et al. | β | 2024 | β |
| Cortical excitation/inhibition ratios in patients with major depression treated with electroconvulsive therapy: an EEG analysis. | Stuiver S et al. | β | 2024 | β |
| Degree of multilingual engagement modulates resting state oscillatory activity across the lifespan. | Voits T et al. | β | 2024 | β |
| Elusive Gains of Cognitive Training: Limited Effects on Neural Activity Across Sessions. | Juras L et al. | β | 2024 | β |
| Functionally annotated electrophysiological neuromarkers of healthy ageing and memory function. | Auer T et al. | β | 2024 | β |
| Large-scale coupling of prefrontal activity patterns as a mechanism for cognitive control in health and disease: evidence from rodent models. | NegrΓ³n-Oyarzo I et al. | β | 2024 | β |
| Molecular, physiological and functional features underlying cortical thinning related to antipsychotic medication use | Tuominen L et al. | β | 2024 | β |
| Overcoming age: Slow anesthesia induction may prevent geriatric patients from developing burst suppression and help developing intraoperative EEG signatures of a younger brain. | Obert DP et al. | β | 2024 | β |
| Predicting brain age across the adult lifespan with spontaneous oscillations and functional coupling in resting brain networks captured with magnetoencephalography. | Hardy S et al. | β | 2024 | β |
| Resting-state EEG data before and after cognitive activity across the adult lifespan and a 5-year follow-up. | Getzmann S et al. | β | 2024 | β |
| Sleep-dependent memory consolidation in young and aged brains. | Kumar D et al. | β | 2024 | β |
| Slow-wave brain connectivity predicts executive functioning and group belonging in socially vulnerable individuals. | Lanfranco RC et al. | β | 2024 | β |
| Studying the Alzheimer's disease continuum using EEG and fMRI in single-modality and multi-modality settings. | Li J et al. | β | 2024 | β |
| The oscillatory features of visual processing are altered in healthy aging. | LΓ©vesque M et al. | β | 2024 | β |
| Theta activity and cognitive functioning: Integrating evidence from resting-state and task-related developmental electroencephalography (EEG) research. | Tan E et al. | β | 2024 | β |
| Type-2 Diabetes Alters Hippocampal Neural Oscillations and Disrupts Synchrony between the Hippocampus and Cortex. | Rabiller G et al. | β | 2024 | β |
| When Maturation is Not Linear: Brain Oscillatory Activity in the Process of Aging as Measured by Electrophysiology. | Doval S et al. | β | 2024 | β |
| Beta-band MEG signal power changes in older adults after physical exercise program with and without additional cognitive training. | Kujala J et al. | β | 2023 | β |
| Brain function effects of exercise interventions for cognitive decline: a systematic review and meta-analysis. | Karamacoska D et al. | β | 2023 | β |
| Cognitive aging at work and in daily life-a narrative review on challenges due to age-related changes in central cognitive functions. | Getzmann S et al. | β | 2023 | β |
| Machine learning polysomnographically-derived electroencephalography biomarkers predictive of epworth sleepiness scale. | Araujo M et al. | β | 2023 | β |
| Motor-Related Mu/Beta Rhythm in Older Adults: A Comprehensive Review. | Inamoto T et al. | β | 2023 | β |
| Predicting Alcohol-Related Memory Problems in Older Adults: A Machine Learning Study with Multi-Domain Features. | Kamarajan C et al. | β | 2023 | β |
| Resting EEG power spectra across middle to late life: associations with age, cognition, APOE-Ι4 carriage, and cardiometabolic burden. | Smith AE et al. | β | 2023 | β |
| Slowing of Frontal Ξ² Oscillations in Atypical Parkinsonism. | KrΓΆsche M et al. | β | 2023 | β |
| Test-retest reliability of resting-state EEG in young and older adults. | Popov T et al. | β | 2023 | β |
| Age-related changes of whole-brain dynamics in spontaneous neuronal coactivations. | Shou G et al. | β | 2022 | β |
| Age-Related Differences of Frequency-Dependent Functional Connectivity in Brain Networks and Their Link to Motor Performance. | Samogin J et al. | β | 2022 | β |
| Connectivity dynamics and cognitive variability during aging. | Jauny G et al. | β | 2022 | β |
| EEG-responses to mood induction interact with seasonality and age. | HΓΆller Y et al. | β | 2022 | β |
| Impacts of adrenarcheal DHEA levels on spontaneous cortical activity during development. | Penhale SH et al. | β | 2022 | β |
| Neurophysiological and Brain Structural Markers of Cognitive Frailty Differ from Alzheimer's Disease. | Kocagoncu E et al. | β | 2022 | β |
| Normal aging in mice is associated with a global reduction in cortical spectral power and network-specific declines in functional connectivity. | Albertson AJ et al. | β | 2022 | β |
| Pathological Slow-Wave Activity and Impaired Working Memory Binding in Post-Traumatic Amnesia. | Mallas EJ et al. | β | 2022 | β |
| Periodic and aperiodic contributions to theta-beta ratios across adulthood. | Finley AJ et al. | β | 2022 | β |
| Power shift and connectivity changes in healthy aging during resting-state EEG. | Perinelli A et al. | β | 2022 | β |
| Single-Channel EEG Features Reveal an Association With Cognitive Decline in Seniors Performing Auditory Cognitive Assessment. | Molcho L et al. | β | 2022 | β |
| Slow fluctuations in ongoing brain activity decrease in amplitude with ageing yet their impact on task-related evoked responses is dissociable from behavior. | Ribeiro M et al. | β | 2022 | β |
| Slow wave synchronization and sleep state transitions. | Guo D et al. | β | 2022 | β |
| The Functional Interactions between Cortical Regions through Theta-Gamma Coupling during Resting-State and a Visual Working Memory Task. | Ahn JS et al. | β | 2022 | β |
| The modulatory effect of adaptive task-switching training on resting-state neural network dynamics in younger and older adults. | Nagy B et al. | β | 2022 | β |
| Trace Amine-Associated Receptor 2 Is Expressed in the Limbic Brain Areas and Is Involved in Dopamine Regulation and Adult Neurogenesis. | Efimova EV et al. | β | 2022 | β |
| Verbal intelligence and leisure activities are associated with cognitive performance and resting-state electroencephalogram. | Ferrari-DΓaz M et al. | β | 2022 | β |
| Age-Related Differences in Resting-State EEG and Allocentric Spatial Working Memory Performance. | JabΓ¨s A et al. | β | 2021 | β |
| Age-Related EEG Power Reductions Cannot Be Explained by Changes of the Conductivity Distribution in the Head Due to Brain Atrophy. | He M et al. | β | 2021 | β |
| Anterior Cingulate Cortex Activity During Rest Is Related to Alterations in Pain Perception in Aging. | Terrasa JL et al. | β | 2021 | β |
| Aperiodic and Periodic Components of Ongoing Oscillatory Brain Dynamics Link Distinct Functional Aspects of Cognition across Adult Lifespan. | Thuwal K et al. | β | 2021 | β |
| Effects of manipulating body temperature on sleep in postmenopausal women. | Reid KJ et al. | β | 2021 | β |
| Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults. | Goelz C et al. | β | 2021 | β |
| Estimating brain age from structural MRI and MEG data: Insights from dimensionality reduction techniques. | Xifra-Porxas A et al. | β | 2021 | β |
| Magnetoencephalography Brain Signatures Relate to Cognition and Cognitive Reserve in the Oldest-Old: The EMIF-AD 90 + Study. | Griffa A et al. | β | 2021 | β |
| Resting-state brain oscillations predict cognitive function in psychiatric disorders: A transdiagnostic machine learning approach. | Sargent K et al. | β | 2021 | β |
| Resting-state EEG alpha/theta power ratio discriminates early-onset Alzheimer's disease from healthy controls. | Γzbek Y et al. | β | 2021 | β |
| Resting state EEG biomarkers of cognitive decline associated with Alzheimer's disease and mild cognitive impairment. | Meghdadi AH et al. | β | 2021 | β |
| The Regional EEG Pattern of the Sleep Onset Process in Older Adults. | Gorgoni M et al. | β | 2021 | β |
| The therapeutic properties of ketogenic diets, slow-wave sleep, and circadian synchrony. | O'Hearn LA | β | 2021 | β |
| When the time is right: Temporal dynamics of brain activity in healthy aging and dementia. | Courtney SM et al. | β | 2021 | β |
| BOLD and EEG signal variability at rest differently relate to aging in the human brain. | Kumral D et al. | β | 2020 | β |
| Cognitive and electrophysiological markers of adult full syndrome and subthreshold attention-deficit/hyperactivity disorder. | Schneidt A et al. | β | 2020 | β |
| EEG spectral power abnormalities and their relationship with cognitive dysfunction in patients with Alzheimer's disease and type 2 diabetes. | Benwell CSY et al. | β | 2020 | β |
| Familiarity Detection and Memory Consolidation in Cortical Assemblies. | Zhang X et al. | β | 2020 | β |
| Pain phenotypes classified by machine learning using electroencephalography features. | Levitt J et al. | β | 2020 | β |
| Relationship between resting-state theta phase-gamma amplitude coupling and neurocognitive functioning in patients with first-episode psychosis. | Lee TH et al. | β | 2020 | β |
| Resolving the Connectome, Spectrally-Specific Functional Connectivity Networks and Their Distinct Contributions to Behavior. | Becker R et al. | β | 2020 | β |
| Standard multiscale entropy reflects neural dynamics at mismatched temporal scales: What's signal irregularity got to do with it? | Kosciessa JQ et al. | β | 2020 | β |
| Consistent pre-stimulus influences on auditory perception across the lifespan. | McNair SW et al. | β | 2019 | β |
| Functional and effective reorganization of the aging brain during unimanual and bimanual hand movements. | LariviΓ¨re S et al. | β | 2019 | β |
| Mental workload of young and older adults gauged with ERPs and spectral power during N-Back task performance. | Pergher V et al. | β | 2019 | β |
| Slowing is slowing: Delayed neural responses to words are linked to abnormally slow resting state activity in primary progressive aphasia. | Kielar A et al. | β | 2019 | β |
| Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age. | Hunt BAE et al. | β | 2019 | β |
| Spontaneous oscillatory markers of cognitive status in two forms of dementia. | Shah-Basak PP et al. | β | 2019 | β |
| Time-Compressed Speech Identification Is Predicted by Auditory Neural Processing, Perceptuomotor Speed, and Executive Functioning in Younger and Older Listeners. | Dias JW et al. | β | 2019 | β |
| Age-Related Differences in Pro-active Driving Behavior Revealed by EEG Measures. | Getzmann S et al. | β | 2018 | β |
| Brain Networks Reorganization During Maturation and Healthy Aging-Emphases for Resilience. | Gonzalez-Escamilla G et al. | β | 2018 | β |
| Cortical control of upright stance in elderly. | Ozdemir RA et al. | β | 2018 | β |
| Oscillatory brain activity associates with neuroligin-3 expression and predicts progression free survival in patients with diffuse glioma. | Derks J et al. | β | 2018 | β |
| Pre-treatment EEG signal variability is associated with treatment success in depression. | Jaworska N et al. | β | 2018 | β |
| The possible role of brain rhythms in perceiving fast speech: Evidence from adult aging. | Penn LR et al. | β | 2018 | β |
| The relation between Scrabble expertise and brain aging as measured with EEG brain signal variability. | Wang H et al. | β | 2018 | β |
| Transcranial direct current stimulation of the primary motor cortex on postoperative pain and spontaneous oscillatory electroencephalographic activity following lumbar spine surgery: A pilot study. | Jiang N et al. | β | 2018 | β |
| Assessment and elimination of the effects of head movement on MEG resting-state measures of oscillatory brain activity. | Messaritaki E et al. | β | 2017 | β |
| EEG differences between eyes-closed and eyes-open resting remain in healthy ageing. | Barry RJ et al. | β | 2017 | β |
| Evaluating cognitive complaints in breast cancer survivors with the FACT-Cog and quantitative electroencephalography. | Van Dyk K et al. | β | 2017 | β |
| Healthy and Pathological Brain Aging: From the Perspective of Oscillations, Functional Connectivity, and Signal Complexity. | Ishii R et al. | β | 2017 | β |
| Quantitative EEG during normal aging: association with the Alzheimer's disease genetic risk variant in PICALM gene. | Ponomareva NV et al. | β | 2017 | β |
| Spontaneous brain oscillations as neural fingerprints of working memory capacities: A resting-state MEG study. | Oswald V et al. | β | 2017 | β |
| Temporally and spatially distinct theta oscillations dissociate a language-specific from a domain-general processing mechanism across the age trajectory. | Beese C et al. | β | 2017 | β |
| The electrophysiological connectome is maintained in healthy elders: a power envelope correlation MEG study. | Coquelet N et al. | β | 2017 | β |
| The Relationship of Cognitive Performance and the Theta-Alpha Power Ratio Is Age-Dependent: An EEG Study of Short Term Memory and Reasoning during Task and Resting-State in Healthy Young and Old Adults. | Trammell JP et al. | β | 2017 | β |
| Distinction in EEG slow oscillations between chronic mild traumatic brain injury and PTSD. | Franke LM et al. | β | 2016 | β |
| Identifying Dysfunctional Cortex: Dissociable Effects of Stroke and Aging on Resting State Dynamics in MEG and fMRI. | Kielar A et al. | β | 2016 | β |
| Longitudinal association of delta activity at sleep onset with cognitive and affective function in community-dwelling older adults. | Kawai M et al. | β | 2016 | β |
| Neuroimaging with magnetoencephalography: A dynamic view of brain pathophysiology. | Wilson TW et al. | β | 2016 | β |
| Non-invasive brain stimulation of the aging brain: State of the art and future perspectives. | Tatti E et al. | β | 2016 | β |
| Shaping Intrinsic Neural Oscillations with Periodic Stimulation. | Herrmann CS et al. | β | 2016 | β |
| Test-retest reliability of resting-state magnetoencephalography power in sensor and source space. | MartΓn-Buro MC et al. | β | 2016 | β |
| The relationship between baseline EEG spectra power and memory performance in older African Americans endorsing cognitive concerns in a community setting. | Kavcic V et al. | β | 2016 | β |
| Distinguishing rhythmic from non-rhythmic brain activity during rest in healthy neurocognitive aging. | Caplan JB et al. | β | 2015 | β |
| Sleep, cognition, and normal aging: integrating a half century of multidisciplinary research. | Scullin MK et al. | β | 2015 | β |
| The Ageing Brain: Age-dependent changes in the electroencephalogram during propofol and sevoflurane general anaesthesia. | Purdon PL et al. | β | 2015 | β |
| The effect of ageing on fMRI: Correction for the confounding effects of vascular reactivity evaluated by joint fMRI and MEG in 335 adults. | Tsvetanov KA et al. | β | 2015 | β |
| The application of electro- and magneto-encephalography in tinnitus research - methods and interpretations. | Adjamian P | β | 2014 | β |