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  1. Analyzed Page
  2. Matching Content Categories
  3. CMS
  4. Monthly Traffic Estimate
  5. How Does Link.springer.com Make Money
  6. Keywords
  7. Topics
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We are analyzing https://link.springer.com/article/10.1007/s10548-025-01115-0.

Title:
Realistic Subject-Specific Simulation of Resting State Scalp EEG Based on Physiological Model | Brain Topography
Description:
Electroencephalography (EEG) recordings are widely used in neuroscience to identify healthy individual brain rhythms and to detect alterations associated with various brain diseases. However, understanding the cellular origins of scalp EEG signals and their spatiotemporal changes during the resting state (RS) in humans remains challenging, as cellular-level recordings are typically restricted to animal models. The objective of this study was to simulate individual-specific spatiotemporal features of RS EEG and measure the degree of similarity between real and simulated EEG. Using a physiologically grounded whole-brain computational model (based on known neuronal subtypes and their structural and functional connectivity) that simulates interregional cortical circuitry activity, realistic individual EEG recordings during RS of three healthy subjects were created. The model included interconnected neural mass modules simulating activities of different neuronal subtypes, including pyramidal cells and four types of GABAergic interneurons. High-definition EEG and source localization were used to delineate the cortical extent of alpha and beta-gamma rhythms. To evaluate the realism of the simulated EEG, we developed a similarity index based on cross-correlation analysis in the frequency domain across various bipolar channels respecting standard longitudinal montage. Alpha oscillations were produced by strengthening the somatostatin-pyramidal loop in posterior regions, while beta-gamma oscillations were generated by increasing the excitability of parvalbumin-interneurons on pyramidal neurons in anterior regions. The generation of realistic individual RS EEG rhythms represents a significant advance for research fields requiring data augmentation, including brain-computer interfaces and artificial intelligence training.
Website Age:
28 years and 1 months (reg. 1997-05-29).

Matching Content Categories {📚}

  • Education
  • Science
  • Virtual Reality

Content Management System {📝}

What CMS is link.springer.com built with?

Custom-built

No common CMS systems were detected on Link.springer.com, and no known web development framework was identified.

Traffic Estimate {📈}

What is the average monthly size of link.springer.com audience?

🌠 Phenomenal Traffic: 5M - 10M visitors per month


Based on our best estimate, this website will receive around 8,150,568 visitors per month in the current month.

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How Does Link.springer.com Make Money? {💸}

We're unsure how the site profits.

The purpose of some websites isn't monetary gain; they're meant to inform, educate, or foster collaboration. Everyone has unique reasons for building websites. This could be an example. Link.springer.com could be secretly minting cash, but we can't detect the process.

Keywords {🔍}

pubmed, article, google, scholar, cas, eeg, central, neurosci, brain, cortical, human, data, neural, oscillations, neuroimage, research, model, neurons, restingstate, httpsdoiorgs, neurophysiol, httpsdoiorgjneuroimage, clin, gamma, nat, neuron, cortex, content, information, based, köksalersöz, signals, models, simulated, computational, connectivity, activity, pyramidal, interneurons, networks, nature, meg, power, ieee, rennes, privacy, cookies, analysis, resting, state,

Topics {✒️}

depth-weighted minimum-norm estimates realistic subject-specific simulation month download article/chapter continuous brain-computer interface resting-state eeg data anxious school-aged children including brain-computer interfaces neocortical fast-spiking neurons low-pass power spectra frontal alpha-delta eeg differential short-term plasticity multiscale neuro-inspired models permutation jensen-shannon distance beta-gamma rhythms somatostatin-positive cortical interneurons jean-françois houvenaghel complex time-series analysis brain computational model eeg source-space networks dragos-mihai maliia resting-state networks elif köksal-ersöz resting-state eeg full article pdf gamma band oscillations eeg-based emotion recognition beta-gamma oscillations zaitsev av mediating frequency band circuit level dynamics privacy choices/manage cookies sleep slow waves inhibitory synaptic transmission human activity recognition human cortical oscillations european research council machine learning active cortical networks frontal alpha asymmetry neocortical interneuron subclasses fast fourier transform fast symbolic tool high-definition eeg brain-scale dynamics posterior alpha activity resting eeg periodic mixed-effects models /i-balance abnormalities holds exclusive rights physiological modeling study

Questions {❓}

  • Eilts H, Putze F (2022) Is that real?

Schema {🗺️}

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         description:Electroencephalography (EEG) recordings are widely used in neuroscience to identify healthy individual brain rhythms and to detect alterations associated with various brain diseases. However, understanding the cellular origins of scalp EEG signals and their spatiotemporal changes during the resting state (RS) in humans remains challenging, as cellular-level recordings are typically restricted to animal models. The objective of this study was to simulate individual-specific spatiotemporal features of RS EEG and measure the degree of similarity between real and simulated EEG. Using a physiologically grounded whole-brain computational model (based on known neuronal subtypes and their structural and functional connectivity) that simulates interregional cortical circuitry activity, realistic individual EEG recordings during RS of three healthy subjects were created. The model included interconnected neural mass modules simulating activities of different neuronal subtypes, including pyramidal cells and four types of GABAergic interneurons. High-definition EEG and source localization were used to delineate the cortical extent of alpha and beta-gamma rhythms. To evaluate the realism of the simulated EEG, we developed a similarity index based on cross-correlation analysis in the frequency domain across various bipolar channels respecting standard longitudinal montage. Alpha oscillations were produced by strengthening the somatostatin-pyramidal loop in posterior regions, while beta-gamma oscillations were generated by increasing the excitability of parvalbumin-interneurons on pyramidal neurons in anterior regions. The generation of realistic individual RS EEG rhythms represents a significant advance for research fields requiring data augmentation, including brain-computer interfaces and artificial intelligence training.
         datePublished:2025-05-13T00:00:00Z
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      headline:Realistic Subject-Specific Simulation of Resting State Scalp EEG Based on Physiological Model
      description:Electroencephalography (EEG) recordings are widely used in neuroscience to identify healthy individual brain rhythms and to detect alterations associated with various brain diseases. However, understanding the cellular origins of scalp EEG signals and their spatiotemporal changes during the resting state (RS) in humans remains challenging, as cellular-level recordings are typically restricted to animal models. The objective of this study was to simulate individual-specific spatiotemporal features of RS EEG and measure the degree of similarity between real and simulated EEG. Using a physiologically grounded whole-brain computational model (based on known neuronal subtypes and their structural and functional connectivity) that simulates interregional cortical circuitry activity, realistic individual EEG recordings during RS of three healthy subjects were created. The model included interconnected neural mass modules simulating activities of different neuronal subtypes, including pyramidal cells and four types of GABAergic interneurons. High-definition EEG and source localization were used to delineate the cortical extent of alpha and beta-gamma rhythms. To evaluate the realism of the simulated EEG, we developed a similarity index based on cross-correlation analysis in the frequency domain across various bipolar channels respecting standard longitudinal montage. Alpha oscillations were produced by strengthening the somatostatin-pyramidal loop in posterior regions, while beta-gamma oscillations were generated by increasing the excitability of parvalbumin-interneurons on pyramidal neurons in anterior regions. The generation of realistic individual RS EEG rhythms represents a significant advance for research fields requiring data augmentation, including brain-computer interfaces and artificial intelligence training.
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      name:Neurology Department, Rennes University Hospital, Rennes, France
      name:University of Rennes, INSERM, LTSI-UMR 1099, Rennes, France
      name:University of Rennes, INSERM, LTSI-UMR 1099, Rennes, France
      name:INRIA, Villerbanne, France
      name:Cophy Team, Lyon Neuroscience Research Center, INSERM UMRS 1028, CNRS UMR 5292, Université Claude Bernard Lyon 1, Bron, France
      name:Neurology Department, Rennes University Hospital, Rennes, France
      name:University of Rennes, INSERM, LTSI-UMR 1099, Rennes, France
      name:University of Rennes, INSERM, LTSI-UMR 1099, Rennes, France
      name:University of Rennes, INSERM, LTSI-UMR 1099, Rennes, France
      name:Physiology Department, Pontchaillou University Hospital, Rennes, France
      name:University of Rennes, INSERM, LTSI-UMR 1099, Rennes, France
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