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Parameterizing neural power spectra into periodic and aperiodic components

Nature Neuroscience · 2020 · Vol. 23(12) · pp. 1655–1665
Thomas DonoghueMatar HallerErik PetersonParoma VarmaPriyadarshini SebastianRichard GaoTorben NotoAntonio H. LaraJoni D. WallisRobert T. KnightAvgusta Y. ShestyukBradley Voytek
Neural dynamics and brain functionMemory and Neural MechanismsEEG and Brain-Computer InterfacesAperiodic graphComputer scienceA priori and a posterioriOffset (computer science)Spectral densityComponent (thermodynamics)AlgorithmMathematicsPhysicsTelecommunications

MeSH terms

AdultAgedAgingAlgorithmsAnimalsCognitionElectroencephalographyFemaleHumansMacaca mulattaMagnetic Resonance ImagingMaleMemory, Short-TermMiddle AgedPeriodicity

Funding

  • National Science Foundation
  • Alfred P. Sloan Foundation
  • Whitehall Foundation
  • National Institute of Mental Health
  • National Institute of General Medical Sciences
  • National Institute of Neurological Disorders and Stroke
Citations
2,227
FWCI
105.77
field-weighted impact
References
74
Percentile
100%
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Citations per year
References
The origin of extracellular fields and currents — EEG, ECoG, LFP and spikes
Nature reviews. Neuroscience · 2012 · 4,338 citations
The functional role of cross-frequency coupling
Trends in Cognitive Sciences · 2010 · 2,128 citations
The WU-Minn Human Connectome Project: An overview
NeuroImage · 2013 · 6,094 citations
Power-Law Scaling in the Brain Surface Electric Potential
PLoS Computational Biology · 2009 · 802 citations
Dynamic predictions: Oscillations and synchrony in top–down processing
Nature reviews. Neuroscience · 2001 · 3,521 citations
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