Working memory revived in older adults by synchronizing rhythmic brain circuits.
- Authors
- Reinhart, Robert M G; Nguyen, John A
- Year
- 2019
- Journal
- Nature neuroscience
- PMID
- 30962628
- DOI
- 10.1038/s41593-019-0371-x
- PMCID
- PMC6486414
Understanding normal brain aging and developing methods to maintain or improve cognition in older adults are major goals of fundamental and translational neuroscience. Here we show a core feature of cognitive decline-working-memory deficits-emerges from disconnected local and long-range circuits instantiated by theta-gamma phase-amplitude coupling in temporal cortex and theta phase synchronization across frontotemporal cortex. We developed a noninvasive stimulation procedure for modulating long-range theta interactions in adults aged 60-76 years. After 25βmin of stimulation, frequency-tuned to individual brain network dynamics, we observed a preferential increase in neural synchronization patterns and the return of sender-receiver relationships of information flow within and between frontotemporal regions. The end result was rapid improvement in working-memory performance that outlasted a 50βmin post-stimulation period. The results provide insight into the physiological foundations of age-related cognitive impairment and contribute to groundwork for future non-pharmacological interventions targeting aspects of cognitive decline.
Experiment 1, frontotemporal HD-tACS procedure and task.a, The multifocal inphase frontotemporal HD-tACS montage and current-flow model shown on 3D reconstructions of the cortical surface. The location and current intensity value of each stimulating electrode are shown. The left prefrontal cortex and left temporal cortex were targeted, each with three electrodes in a center-surround, source-sink pattern to achieve maximum focality. b, All trials began with fixation followed by a target and then a delay period. In memory blocks, subjects judged whether a later probe was the same or a modified version of the target. In control blocks, subjects judged whether a backward masked grating probe was tilted clockwise or counterclockwise from the vertical and were not required to remember the target. Trial-by-trial adjustments in orientation magnitude of the probe ensured comparable performance across memory and control blocks.
Experiment 1, behavioral results.a, Box plots of reaction time (RT) from correct trials and accuracy in post-stimulation memory blocks show older adults were slower (t82 = 2.331, p = 0.022, dz = 0.509) and less accurate (t82 = 5.587, p < 0.01, dz = 1.219) at baseline, relative to younger adults. After stimulation, accuracy improved (t41 = 3.738, p = 0.001, dz = 0.577), removing the difference between groups (t82 = 0.939, p = 0.350, dz = 0.205). RT did not differ between conditions (t41 = 0.641, p = 0.527, dz = 0.099). Box plots of accuracy (b) and RT (c) from memory blocks sorted into 9 sequential bins (4 minutes per bin with 4 minutes between each bin from interleaved control blocks) shows significant group differences at every time bin for accuracy (ts82 > 6.824, ps < 0.01, dsz > 1.489) and RT (ts82 > 2.432, ps < 0.018, dsz > 0.531), at baseline. Stimulation improved accuracy at every time bin (ts41 > 4.393, ps < 0.01, dsz > 0.678), relative to sham, except the first (t41 = 0.986, p = 0.330, dz = 0.152). Stimulation briefly sped RT at time bins 3 (t41 = 2.841, p = 0.007, dz = 0.438), 4 (t41 = 2.278, p = 0.028, dz = 0.352), and 6 (t41 = 2.282, p = 0.028, dz = 0.352). Between-group comparisons used independent samples two-tailed t-tests (n = 84). Within-group comparisons used paired sample two-tailed t-tests (n = 42). Box-plot center, median; box limits, lower and upper quartiles; whiskers, lower and upper extreme values. * p < 0.05. ** p < 0.01.
Experiment 1, phase-amplitude coupling results.a, Results show a significantly increased phase-amplitude coupling (PAC) cluster in left temporal electrodes (top) and voxels (bottom) for theta (7β9 Hz) phase and gamma (26β34 Hz) amplitude frequencies on memory compared to control blocks in younger adults at baseline and older adults after frontotemporal inphase theta HD-tACS (pcorrected < 0.01, two-sided cluster permutation test, n = 42). No other clusters were identified. b, Comodulograms show group x block and stimulation x block interactions for all combinations of low-frequency phase (2β16 Hz) and high-frequency amplitude (18β120 Hz) from left temporal electrodes showing significant PAC. Crosshairs indicate values where t > β2.6 or β2.4, respectively (pcorrected < 0.01, two-sided permutation test, n = 42). c, Box plots of gamma (26β34 Hz) amplitude binned by 8-Hz phase shown across groups and conditions (n = 42). d, Cross-frequency directionality between 6.5β10.5-Hz phase and 26β34-Hz amplitude from left temporal electrodes for each group and condition (center, mean; shaded region, SEM; n = 42). e, Individual subject Pearson correlations (two-tailed) between accuracy and theta-gamma PAC from left temporal electrodes for each group and condition (n = 42). Box-plot center, median; box limits, lower and upper quartiles; whiskers, lower and upper extreme values; points, outliers.
Experiment 1, phase synchronization results.a, A significant cluster in prefrontal cortex showed increased phase-locked value (PLV) with temporal cortex seed region in the theta band for younger adults at baseline and for older adults after stimulation (pcorrected < 0.01, two-sided cluster permutation test, n = 42). For theta PLV, the between-group difference at baseline (t82 = 6.450, p < 0.01, dz = 0.995) and the between-condition difference within older adults (t41 = 8.238, p < 0.01, dz = 1.271) were significant. b, A significant cluster in lateral occipital cortex showed increased PLV with temporal cortex seed region in the gamma band for each group and condition (pcorrected < 0.01, two-sided cluster permutation test, n = 42). For gamma PLV, there were no significant group (t82 = 0.898, p = 0.374, dz = 0.139) or condition differences (t41 = 1.012, p = 0.317, dz = 0.156). No other clusters were found. Between-group comparisons used independent two-tailed t-tests (n = 84). Within-group comparisons used paired sample two-tailed t-tests (n = 42). Box-plot center, median; box limits, lower and upper quartiles; whiskers, lower and upper extreme values; points, outliers.
Experiment 2, single-region HD-tACS procedures.The unifocal frontal (a) and unifocal temporal (b) HD-tACS montages and current-flow models shown on 3D reconstructions of the cortical surface. The location and current intensity value of each stimulating electrode are shown. The frontal montage targeted left prefrontal cortex. The temporal montage targeted left temporal cortex. Each stimulation site used three electrodes in a center-surround, source-sink pattern to achieve maximum focality.
Experiment 2, behavioral results.Box plots of reaction time (RT) from correct trials and accuracy of older adults from post-stimulation memory blocks shown across the stimulation conditions of Experiment 2. Relative to sham, frontotemporal inphase theta-tuned stimulation exerted a preferential improvement in task accuracy (t27 = 3.101, p = 0.004, dz = 0.586) without changing RT (t27 = 1.278, p = 0.212, dz = 0.242). Nontuned stimulation had no significant impact on accuracy (t27 = 1.211, p = 0.236, dz = 0.229), or RT (t27 = 0.406, p = 0.688, dz = 0.077), relative to sham. Frontal-alone and temporal-alone stimulation had no significant effect on RT (frontal, t27 = 0.182, p = 0.857, dz = 0.034; temporal, t27 = 0.085, p = 0.933, dz = 0.016) or accuracy (frontal, t27 = 0.323, p = 0.749, dz = 0.061; temporal, t27 = 0.162, p = 0.873, dz = 0.031). Paired sample two-tailed t-tests (n = 28). Box-plot center, median; box limits, lower and upper quartiles; whiskers, lower and upper extreme values. ** p < 0.01.
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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 |
|---|---|---|---|---|
| Augmentation of frontoparietal gamma-band phase coupling enhances human altruistic behavior. | Hu J et al. | β | 2026 | β |
| Causal Evidence for Prefrontal-Motor Coupling in Reward-Responsive Goal-Directed Behavior. | Riddle J et al. | β | 2026 | β |
| Comparative efficacy of tDCS and tACS in the context of enhancing executive function under acute stress: A randomized, sham-controlled study. | Guo Z et al. | β | 2026 | β |
| Effects of 40βHz transcranial alternating current stimulation on neural synchronization and cognitive correlates in schizophrenia: An EEG study. | Liu Y et al. | β | 2026 | β |
| Effects of personalized vs. non-personalized neurostimulation protocols in improving speech and limb reaction times. | Tabari F et al. | β | 2026 | β |
| Electromagnetic field stimulation modulates working memory and cortical alpha oscillations in healthy adults. | Branigan KS et al. | β | 2026 | β |
| Impact of aging on theta-gamma phase-amplitude coupling during learning: A multivariate analysis. | Strzelczyk D et al. | β | 2026 | β |
| Low intensity transcranial electric stimulation: Safety, ethical, legal regulatory and application guidelines (2017-2025: An update) - endorsed by the European Society for Brain Stimulation (ESBS) and by the International Federation for Clinical Neurophysiology (IFCN). | Antal A et al. | β | 2026 | β |
| Modulating Phonological Short-Term Memory in Stroke Survivors With Aphasia Using Transcranial Alternating Current Stimulation. | Erickson KN et al. | β | 2026 | β |
| Neuromodulation and cognition in late-life depression. | Mirjalili M et al. | β | 2026 | β |
| Randomized, double-blind, sham-controlled pilot trial of theta-band transcranial alternating current stimulation during cognitive training in mild Alzheimer's disease. | Gong Q et al. | β | 2026 | β |
| Special users with special needs in autonomous vehicles: A systematic review. | Mosaferchi S et al. | β | 2026 | β |
| Transcranial alternating current stimulation improves ballistic motor performance in trained and untrained limbs of healthy older adults. | Gamage NN et al. | β | 2026 | β |
| Variable E-field properties of dual-site tACS with phase lags. | Huertas-Penen S et al. | β | 2026 | β |
| Abnormal phase-amplitude coupling in patients with first-episode schizophrenia during the auditory steady-state response and resting states. | Zhang J et al. | β | 2025 | β |
| Alertness assessment by optical stimulation-induced brainwave entrainment through machine learning classification. | Zhou Y et al. | β | 2025 | β |
| A Novel Working Memory Task-Induced EEG Response (WM-TIER) Feature Extraction Framework for Detecting Alzheimer's Disease and Mild Cognitive Impairment. | Liu YH et al. | β | 2025 | β |
| A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep. | Wang L et al. | β | 2025 | β |
| Bifocal tACS over the primary sensorimotor cortices increases interhemispheric inhibition and improves bimanual dexterity. | Lebihan B et al. | β | 2025 | β |
| Boosting working memory in the elderly: driving prefrontal theta-gamma coupling via repeated neuromodulation. | Diedrich L et al. | β | 2025 | β |
| Characteristics of spontaneous anterior-posterior oscillation-frequency convergences in the alpha band. | Suzuki S et al. | β | 2025 | β |
| Combining gamma neuromodulation and robotic rehabilitation after a stroke restores parvalbumin interneuron dynamics and improves motor recovery in mice. | Vignozzi L et al. | β | 2025 | β |
| Comparative Effects of Temporal Interference and High-Definition Transcranial Direct Current Stimulation on Spontaneous Neuronal Activity in the Primary Motor Cortex: A Randomized Crossover Study. | Zhu Z et al. | β | 2025 | β |
| Computational Models of High-Definition Electroconvulsive Therapy for Focal or Multitargeting Treatment. | Khadka N et al. | β | 2025 | β |
| Decoding thoughts, encoding ethics: A narrative review of the BCI-AI revolution. | Rudroff T | β | 2025 | β |
| Defining individualized theta frequency for memory modulation: A machine learning approach across brain states and regions. | AktΓΌrk T et al. | β | 2025 | β |
| Diary Analysis of an RCT: Natural Language Analyses of Gamma-Music-Based Intervention. | Kubit BM et al. | β | 2025 | β |
| Dual-Site Beta tACS Over the rIFG and preSMA-Induced Phase-Specific Changes in Functional Connectivity but not Response Inhibition Performance in Older Adults. | Tan J et al. | β | 2025 | β |
| Dual-site beta transcranial alternating current stimulation during a bimanual coordination task modulates functional connectivity between motor areas. | Gann MA et al. | β | 2025 | β |
| Effect of theta-transcranial alternating current stimulation on working memory performance among healthy adults: A systematic review and meta-analysis. | Hou TY 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 |
| EFMouse: A toolbox to model stimulation-induced electric fields in the mouse brain. | Sanchez-Romero R et al. | β | 2025 | β |
| Electroencephalography evidence of functional connectivity modulation and its correlation with bimanual visuomotor learning. | Phunruangsakao C et al. | β | 2025 | β |
| Gamma Transcranial Alternating Current Stimulation Enhances Working Memory Ability in Healthy People: An EEG Microstate Study. | Gao B et al. | β | 2025 | β |
| HD-tACS over the left frontal aslant tract entrains theta activity associated with speech motor control. | Johari K et al. | β | 2025 | β |
| Human achromatic flickers and phosphenes thresholds under extremely low frequency electric stimulations. | Bouisset N et al. | β | 2025 | β |
| Hyperedge overlap drives explosive transitions in systems with higher-order interactions. | Malizia F et al. | β | 2025 | β |
| Impact of hearing loss on brain signal variability in older adults under different auditory load conditions. | Wang S et al. | β | 2025 | β |
| Individual differences in resting alpha band power and changes in theta band power during sustained pain are correlated with the pain-relieving efficacy of alpha HD-tACS on SM1. | Qi X et al. | β | 2025 | β |
| Individualized frequency and montage tACS to engage theta-gamma coupling and enhance working memory in mild cognitive impairment. | Mirjalili M et al. | β | 2025 | β |
| Lactobacillus johnsonii HL79 mitigate plateau environment-induced hippocampal dysfunction in mice. | Gan B et al. | β | 2025 | β |
| Low intensity gamma-frequency TMS safely modulates gamma oscillations in probable mild Alzheimer's dementia: a randomized 2β―Γβ―2 crossover pilot study. | Mimenza-Alvarado AJ et al. | β | 2025 | β |
| Mapping EEG Metrics to Human Affective and Cognitive Models: An Interdisciplinary Scoping Review from a Cognitive Neuroscience Perspective. | Gkintoni E et al. | β | 2025 | β |
| Memory dependent modulation of hippocampal theta power through frontoparietal phase synchronous brain stimulation. | Ehrhardt NM et al. | β | 2025 | β |
| Multiple brain activation patterns for the same perceptual decision-making task. | Nakuci J et al. | β | 2025 | β |
| Multi-scale model of neural entrainment by transcranial alternating current stimulation in realistic cortical anatomy. | Huang X et al. | β | 2025 | β |
| Network Desynchronization with Sine Waves: from Synchrony to Asynchrony by Periodic Stimulation. | Covelo J et al. | β | 2025 | β |
| Non-invasive brain stimulation: current and future applications in neurology. | RektorovΓ‘ I et al. | β | 2025 | β |
| Normalization and cross-entropy connectivity in brain disease classification. | Wu H et al. | β | 2025 | β |
| Optimizing tACS for working memory: differential outcomes in healthy aging and non-amnestic mild cognitive impairment. | MitterovΓ‘ K et al. | β | 2025 | β |
| Parietal gamma oscillations decreased in cognitive biotype of depression. | Zhao Y et al. | β | 2025 | β |
| Personalized<i>Β΅</i>-transcranial alternating current stimulation improves online brain-computer interface control. | H Liu D et al. | β | 2025 | β |
| Phase-lagged tACS between executive and default mode networks modulates working memory. | Seo J et al. | β | 2025 | β |
| Predictive role of endogenous phase lags between target brain regions in dual-site transcranial alternating current stimulation. | Elyamany O et al. | β | 2025 | β |
| Repeated application of bifocal transcranial alternating current stimulation improves network connectivity but not response inhibition: a double-blind sham control study. | Fujiyama H et al. | β | 2025 | β |
| Repetitive Gamma-tACS Improves the Reaction Times of Healthy Young Adults in a Visuospatial Working Memory Task: A Randomized Study. | Rosato M et al. | β | 2025 | β |
| Semantic-based audiovisual integration enhances active storage in visual working memory. | Zhao S et al. | β | 2025 | β |
| Simulation Study of Envelope Wave Electrical Nerve Stimulation Based on a Real Head Model. | Liu Y et al. | β | 2025 | β |
| Simultaneous EEG-fMRI Reveals a Visual Working Memory Encoding Network Related to Theta Oscillatory Activity in Healthy Subjects. | Leicht G et al. | β | 2025 | β |
| Synchronization stability of epileptic brain network with higher-order interactions. | Li Z et al. | β | 2025 | β |
| Temporal Interference Stimulation Boosts Working Memory Performance in the Frontoparietal Network. | Zheng S et al. | β | 2025 | β |
| The efficacy and safety of dual-target rTMS over dorsolateral prefrontal cortex (DLPFC) and cerebellum in the treatment of negative symptoms in first-episode schizophrenia: Protocol for a multicenter, randomized, double-blind, sham-controlled study. | Wang J et al. | β | 2025 | β |
| The Instantaneous Effect and Its Mechanism of Transcranial Direct Current Stimulation on Working Memory Based on Delta and Gamma Band Electroencephalography Characteristics. | Lu P et al. | β | 2025 | β |
| The Phase-Amplitude Coupling Changes Induced by Smoking Cue After 12-H Abstinence in Young Smokers. | Ren Z et al. | β | 2025 | β |
| The role of inhibitory function in associative memory among older adults and its plasticity. | Xu JJ et al. | β | 2025 | β |
| Theta-frequency subthalamic nucleus stimulation increases decision threshold. | Cole RC et al. | β | 2025 | β |
| Theta-gamma transcranial alternating current stimulation enhances ballistic motor performance in healthy young and older adults. | Gamage NN et al. | β | 2025 | β |
| Theta Transcranial Alternating Current Stimulation Is Not Effective in Improving Working Memory Performance. | Kasanov D et al. | β | 2025 | β |
| Time Slows Down in the Future: Aging and the Brain Rhythms of Language. | Murphy E | β | 2025 | β |
| Transcranial Alternating Current Stimulation and Cognitive Training Enhanced Performance and Theta Activity in Adults With Cognitive Impairment. | Cid-FernΓ‘ndez S et al. | β | 2025 | β |
| Transcranial alternating current stimulation for investigating complex oscillatory dynamics and interactions. | Barzegar S et al. | β | 2025 | β |
| Triangular Wave tACS Improves Working Memory Performance by Enhancing Brain Activity in the Early Stage of Encoding. | Zhang J et al. | β | 2025 | β |
| Visual working memory performance after the theta cycle length modulation using transcranial alternating current. | Ociepka M et al. | β | 2025 | β |
| Aftereffect of single transcranial direct and alternating current stimulation on spontaneous home-cage and open-field EEG activities in a mouse model of Alzheimer's disease. | Sun H et al. | β | 2024 | β |
| A novel approach to modulating response inhibition: Multi-channel beta transcranial alternating current stimulation. | Meng Q et al. | β | 2024 | β |
| Application of transcranial alternating current stimulation to improve eSports-related cognitive performance. | Jiao F et al. | β | 2024 | β |
| A Systematic Review of tACS Effects on Cognitive Functioning in Older Adults Across the Healthy to Dementia Spectrum. | Kraft JD et al. | β | 2024 | β |
| Beta-band neural variability reveals age-related dissociations in human working memory maintenance and deletion. | Wen W et al. | β | 2024 | β |
| Brain oscillatory processes related to sequence memory in healthy older adults. | Ehrhardt NM et al. | β | 2024 | β |
| Causal functional maps of brain rhythms in working memory. | Wischnewski M et al. | β | 2024 | β |
| Causal phase-dependent control of non-spatial attention in human prefrontal cortex. | Brus J et al. | β | 2024 | β |
| Cognitive and neuroscientific perspectives of healthy ageing. | Prince JB et al. | β | 2024 | β |
| Cognitive simulation along with neural adaptation explain effects of suggestions: a novel theoretical framework. | Zahedi A et al. | β | 2024 | β |
| Cortical and white matter substrates supporting visuospatial working memory. | Ueda R et al. | β | 2024 | β |
| Delta-alpha/beta coupling as a signature of visual working memory in the prefrontal cortex. | Aliramezani M et al. | β | 2024 | β |
| Dietary omega-3 polyunsaturated fatty acids reduce cytochrome c oxidase in brain white matter and sensorimotor regions while increasing functional interactions between neural systems related to escape behavior in postpartum rats. | Rivers C et al. | β | 2024 | β |
| Differential online and offline effects of theta-tACS on memory encoding and retrieval. | PaΓmann S et al. | β | 2024 | β |
| Dorsal and ventral fronto-amygdala networks underlie risky decision-making in age-related cognitive decline. | Ren P et al. | β | 2024 | β |
| Dynamic fading memory and expectancy effects in the monkey primary visual cortex. | Yiling Y et al. | β | 2024 | β |
| Dynamic temporal neural patterns based on multichannel LFPs Identify different brain states during anesthesia in pigeons: comparison of three anesthetics. | Li M et al. | β | 2024 | β |
| Electric Field Modeling for Planning Individualized HD-tACS to Target DLPFC in the Aging Brain. | Arias DE et al. | β | 2024 | β |
| Enhanced Cognition and Modulation of Brain Connectivity in Mild Neurocognitive Disorder: The Promise of Transcranial Pulse Stimulation. | Lo HK et al. | β | 2024 | β |
| Event-related theta and gamma band oscillatory dynamics during visuo-spatial sequence memory in younger and older adults. | McGill MB et al. | β | 2024 | β |
| Frequency-dependent membrane polarization across neocortical cell types and subcellular elements by transcranial alternating current stimulation. | Huang X et al. | β | 2024 | β |
| Functional and anatomical connectivity predict brain stimulation's mnemonic effects. | Ezzyat Y et al. | β | 2024 | β |
| Goal-directed attention transforms both working and long-term memory representations in the human parietal cortex. | Hu H et al. | β | 2024 | β |
| Harmonic memory signals in the human cerebral cortex induced by semantic relatedness of words. | Noguchi Y | β | 2024 | β |
| Identification of Optimal and Most Significant Event Related Brain Functional Network. | Gonuguntla V et al. | β | 2024 | β |
| Impaired temporal coding associated with central auditory dysfunction and cognitive impairment in Alzheimer's disease. | Wang Z et al. | β | 2024 | β |
| Improving working memory by electrical stimulation and cross-frequency coupling. | Al Qasem W et al. | β | 2024 | β |
| Induced neural phase precession through exogenous electric fields. | Wischnewski M et al. | β | 2024 | β |
| Internal Representations Are Prioritized by Frontoparietal Theta Connectivity and Suppressed by alpha Oscillation Dynamics: Evidence from Concurrent Transcranial Magnetic Stimulation EEG and Invasive EEG. | Riddle J et al. | β | 2024 | β |
| Joint learning of multi-level dynamic brain networks for autism spectrum disorder diagnosis. | Li N 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 |
| Long-range and cross-frequency neural modulation of gamma flicker on vigilance decrement. | Li R et al. | β | 2024 | β |
| Modulation of brain activity in brain-injured patients with a disorder of consciousness in intensive care with repeated 10-Hz transcranial alternating current stimulation (tACS): a randomised controlled trial protocol. | De Koninck BP et al. | β | 2024 | β |
| Multimodal neuroimaging of hierarchical cognitive control. | Pagnotta MF et al. | β | 2024 | β |
| Neural Signatures of Competition between Voluntary and Involuntary Influences over the Focus of Attention in Visual Working Memory. | Ding Y et al. | β | 2024 | β |
| Neuromodulation and mindfulness as therapeutic treatment in detoxified patients with alcohol use disorder. | Rosenthal A et al. | β | 2024 | β |
| Neuromodulation Strategies in Lifelong Bipolar Disorder: A Narrative Review. | Bernabei L et al. | β | 2024 | β |
| Neurophysiological and other features of working memory in older adults at risk for dementia. | Patterson RA et al. | β | 2024 | β |
| Neuroprotection of Transcranial Cortical and Peripheral Somatosensory Electrical Stimulation by Modulating a Common Neuronal Death Pathway in Mice with Ischemic Stroke. | Lee H et al. | β | 2024 | β |
| Neurovascular coupling in the attention during visual working memory processes. | Zhang H et al. | β | 2024 | β |
| No Benefit in Memory Performance after Nocturnal Memory Reactivation Coupled with Theta-tACS. | Baselgia S et al. | β | 2024 | β |
| No effects of the theta-frequency transcranial electrical stimulation for recall, attention control, and relation integration in working memory. | Ociepka M et al. | β | 2024 | β |
| Online and offline effects of parietal 10βHz repetitive transcranial magnetic stimulation on working memory in healthy controls. | Deng X et al. | β | 2024 | β |
| Optimizing intracranial electric field distribution through temperature-driven scalp conductivity adjustments in transcranial electrical stimulation. | Wang M et al. | β | 2024 | β |
| Orienting of attention and spatial cognition. | Posner MI | β | 2024 | β |
| Personalized strategies of neurostimulation: from static biomarkers to dynamic closed-loop assessment of neural function. | CarΓ¨ M et al. | β | 2024 | β |
| Physiology-inspired bifocal fronto-parietal tACS for working memory enhancement. | PupΓkovΓ‘ M et al. | β | 2024 | β |
| Progress of research and application of non-pharmacologic intervention in Alzheimer's disease. | Tang M et al. | β | 2024 | β |
| Rapid modulation in music supports attention in listeners with attentional difficulties. | Woods KJP et al. | β | 2024 | β |
| Repetitive Transcranial Alternating Current Stimulation to Improve Working Memory: An EEG-fNIRS Study. | Yang D et al. | β | 2024 | β |
| Research progress on the intervention of cognitive function using transcranial alternating current stimulation technology. | Wu Q et al. | β | 2024 | β |
| Safety and feasibility of home-based transcranial alternating current stimulation in youths with 22q11.2 deletion syndrome. | LatrΓ¨che C et al. | β | 2024 | β |
| Sensory stimulation enhances visual working memory capacity. | Pileckyte I et al. | β | 2024 | β |
| Temporal interference stimulation targets deep primate brain. | Liu R et al. | β | 2024 | β |
| Test-Retest Reliability of EEG Aperiodic Components in Resting and Mental Task States. | Li N et al. | β | 2024 | β |
| The different analgesic effects of alpha high-definition transcranial alternating current stimulation over the primary sensorimotor cortex and the left dorsolateral prefrontal cortex during sustained experimental pain. | Qi X et al. | β | 2024 | β |
| The effect of a cognitive training therapy based on stimulation of brain oscillations in patients with mild cognitive impairment in a Chilean sample: study protocol for a phase IIb, 2βΓβ3 mixed factorial, double-blind randomised controlled trial. | Figueroa-Vargas A et al. | β | 2024 | β |
| The emerging field of non-invasive brain stimulation in Alzheimer's disease. | Koch G et al. | β | 2024 | β |
| Theta-gamma-coupling as predictor of working memory performance in young and elderly healthy people. | Abubaker M et al. | β | 2024 | β |
| The theta-gamma code in predictive processing and mnemonic updating. | KΓΆster M | β | 2024 | β |
| TMS-induced phase resets depend on TMS intensity and EEG phase. | Erickson B et al. | β | 2024 | β |
| Transcranial alternating current stimulation for neuropsychiatric disorders: a systematic review of treatment parameters and outcomes. | Gholamali Nezhad F et al. | β | 2024 | β |
| Transcranial alternating current stimulation for older adults with cognitive impairment: A bibliometric and knowledge map analysis. | Fu Y et al. | β | 2024 | β |
| Transcranial Electrical Stimulation: Clinical Implication and Practice for Treatment of Psychiatric Illness. | Yang C et al. | β | 2024 | β |
| Transcranial temporal interference stimulation (tTIS) influences event-related alpha activity during mental rotation. | Thiele C et al. | β | 2024 | β |
| Traumatic Brain Injury and Neuromodulation Techniques in Rehabilitation: A Scoping Review. | Calderone A et al. | β | 2024 | β |
| Treating Alzheimer's disease with brain stimulation: From preclinical models to non-invasive stimulation in humans. | Lanni I et al. | β | 2024 | β |
| Using synchronized brain rhythms to bias memory-guided decisions. | Stout JJ et al. | β | 2024 | β |
| Using transcranial alternating current stimulation to enhance working memory skills in youths with 22q11.2 deletion syndrome: A randomized double-blind sham-controlled study. | LatrΓ¨che C et al. | β | 2024 | β |
| Virtual neural network-guided optimization of non-invasive brain stimulation in Alzheimer's disease. | Luppi JJ et al. | β | 2024 | β |
| Working memory enhancement using real-time phase-tuned transcranial alternating current stimulation. | Haslacher D et al. | β | 2024 | β |
| Aberrant oscillatory activity in neurofibromatosis type 1: an EEG study of resting state and working memory. | Booth SJ et al. | β | 2023 | β |
| Advances in Neurodegenerative Diseases. | Van Schependom J et al. | β | 2023 | β |
| A holo-spectral EEG analysis provides an early detection of cognitive decline and predicts the progression to Alzheimer's disease. | Chu KT et al. | β | 2023 | β |
| Alterations of neural activity in the prefrontal cortex associated with deficits in working memory performance. | Li S et al. | β | 2023 | β |
| A meta-analysis suggests that tACS improves cognition in healthy, aging, and psychiatric populations. | Grover S et al. | β | 2023 | β |
| A model of working memory for encoding multiple items and ordered sequences exploiting the theta-gamma code. | Ursino M et al. | β | 2023 | β |
| An NIMH Workshop on Non-Affective Psychosis in Midlife and Beyond: Research Agenda on Phenomenology, Clinical Trajectories, Underlying Mechanisms, and Intervention Targets. | Lee EE et al. | β | 2023 | β |
| Anxious individuals shift emotion control from lateral frontal pole to dorsolateral prefrontal cortex. | Bramson B et al. | β | 2023 | β |
| Attempting to counteract vigilance decrement in older adults with brain stimulation. | LΓΆffler BS et al. | β | 2023 | β |
| Beta and gamma binaural beats enhance auditory sentence comprehension. | Kim HW et al. | β | 2023 | β |
| Beyond Infant's Looking: The Neural Basis for Infant Prediction Errors. | Berger A et al. | β | 2023 | β |
| Brain signatures indexing variation in internal processing during perceptual decision-making. | Nakuci J et al. | β | 2023 | β |
| Brain stimulation-on-a-chip: a neuromodulation platform for brain slices. | Shaner S et al. | β | 2023 | β |
| Changes in the cortical network during sleep stage transitions. | Song Y et al. | β | 2023 | β |
| Closing the loop between brain and electrical stimulation: towards precision neuromodulation treatments. | Soleimani G et al. | β | 2023 | β |
| Comparison of transcranial brain stimulation approaches: prefrontal theta alternating current stimulation enhances working memory performance. | Rauh J et al. | β | 2023 | β |
| Constructing high-order functional networks based on hypergraph for diagnosis of autism spectrum disorders. | Yang J et al. | β | 2023 | β |
| Dual-site beta tACS over rIFG and M1 enhances response inhibition: A parallel multiple control and replication study. | Meng Q et al. | β | 2023 | β |
| Effects of repetitive paired associative stimulation on brain plasticity and working memory in Alzheimer's disease: a pilot randomized double-blind-controlled trial. | Kumar S et al. | β | 2023 | β |
| Effects on resting-state EEG phase-amplitude coupling in insomnia disorder patients following 1Β Hz left dorsolateral prefrontal cortex rTMS. | Guo Y et al. | β | 2023 | β |
| Efficacy of Transcranial Alternating Current Stimulation in the Enhancement of Working Memory Performance in Healthy Adults: A Systematic Meta-Analysis. | Nissim NR et al. | β | 2023 | β |
| Event-related delta and theta responses may reflect the valence discrimination in the emotional oddball task. | BΓΆlΓΌkbaΕ B et al. | β | 2023 | β |
| Experimental investigation of training schedule on home-based working memory training in healthy older adults. | Booth SJ et al. | β | 2023 | β |
| Fronto-parietal theta high-definition transcranial alternating current stimulation may modulate working memory under postural control conditions in young healthy adults. | Xiao Y et al. | β | 2023 | β |
| Functional alterations of the prefrontal circuit underlying cognitive aging in mice. | Chong HR et al. | β | 2023 | β |
| Gamma neuromodulation improves episodic memory and its associated network in amnestic mild cognitive impairment: a pilot study. | Jones KT et al. | β | 2023 | β |
| Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes. | Zhang Y et al. | β | 2023 | β |
| In vivo ephaptic coupling allows memory network formation. | Pinotsis DA et al. | β | 2023 | β |
| In vivo phase-dependent enhancement and suppression of human brain oscillations by transcranial alternating current stimulation (tACS). | Haslacher D et al. | β | 2023 | β |
| Long-term effects of repeated multitarget high-definition transcranial direct current stimulation combined with cognitive training on response inhibition gains. | Guo Z et al. | β | 2023 | β |
| Lower Dorsal Lateral Prefrontal Cortex Functional Connectivity in Late-Life Depression With Suicidal Ideation. | Lin G et al. | β | 2023 | β |
| Modulating hierarchical learning by high-definition transcranial alternating current stimulation at theta frequency. | Liu M et al. | β | 2023 | β |
| Multi-classifier fusion based on belief-value for the diagnosis of autism spectrum disorder. | Zhao F et al. | β | 2023 | β |
| Neurocognitive, physiological, and biophysical effects of transcranial alternating current stimulation. | Wischnewski M et al. | β | 2023 | β |
| Neurotechnology and Noninvasive Neuromodulation: Case Study for Understanding and Anticipating Emerging Science and Technology. | Mathews D et al. | β | 2023 | β |
| On temporal scale-free non-periodic stimulation and its mechanisms as an infinite improbability drive of the brain's functional connectogram. | Cota VR et al. | β | 2023 | β |
| Peripheral nerve stimulation: A neuromodulation-based approach. | Luckey AM et al. | β | 2023 | β |
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