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Topic: aperiodic neural activity

ePoster
2 ePosters

In Neuroscience

ePoster · Neuroscience

The timescale and magnitude of 1/f aperiodic activity decrease with cortical depth in humans, macaques, and mice

Mila Halgren,Raphi Kang,Bradley Voytek,Istvan Ulbert,Daniel Fabo,Lorand Eross,Lucia Wittner,Joseph Madsen,Werner Doyle,Orrin Devinsky,Eric Halgren,Mark T Harnett,Sydney Cash · COSYNE 2022

Thu, Mar 17, 2022

Cortical dynamics obey a 1/f power law, exhibiting an exponential decay of spectral power with increasing frequency. The slope and offset of this 1/f decay reflect the timescale and magnitude of aperiodic neural activity, respectively. These properties are tightly linked to cellular and circuit mechanisms (e.g. excitation:inhibition balance and firing rates) as well as cognitive processes (e.g. perception, memory, and behavioral state). However, the physiology underlying the 1/f power law in cortical dynamics is not well understood. Here, we compared laminar recordings from human, macaque and

ePoster · Neuroscience

Separation of oscillatory from fractal components in EEG signals: A methodological comparison

Michael Ernst, Alessandro Tavano · FENS Forum 2024

This study contributes to the investigation of true oscillatory activity within neurophysiological data, amidst the backdrop of aperiodic neural activity. Donoghue et al. (2020) showed that in MEEG narrowband power peaks can be distorted due to interactions with the aperiodic component of the power spectrum, complicating interpretations of oscillatory peaks. We validated the separation of aperiodic and oscillatory components in EEG data from three conditions — eyes open, eyes closed, and waiting for visual tasks —using IRASA (Irregular-Resampling Auto-Spectral Analysis, Wen & Liu, 2016) an