A non-invasive, quantitative study of broadband spectral responses in human visual cortex

被引:8
作者
Kupers, Eline R. [1 ,2 ]
Wang, Helena X. [1 ,2 ]
Amano, Kaoru [3 ]
Kay, Kendrick N. [4 ]
Heeger, David J. [1 ,2 ]
Winawer, Jonathan [1 ,2 ]
机构
[1] NYU, Dept Psychol, 6 Washington Pl, New York, NY 10003 USA
[2] NYU, Ctr Neural Sci, New York, NY 10003 USA
[3] Natl Inst Informat & Commun Technol, Ctr Informat & Neural Networks CiNet, Osaka, Japan
[4] Univ Minnesota, Ctr Magnet Resonance Res, Minneapolis, MN USA
关键词
FREQUENCY GAMMA-OSCILLATIONS; SENSORIMOTOR CORTEX; POWER SPECTRA; EEG; MEG; TIME; DYNAMICS; FMRI; MICROSACCADES; DISSOCIATION;
D O I
10.1371/journal.pone.0193107
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Currently, non-invasive methods for studying the human brain do not routinely and reliably measure spike-rate-dependent signals, independent of responses such as hemodynamic coupling (fMRI) and subthreshold neuronal synchrony (oscillations and event-related potentials). In contrast, invasive methods-microelectrode recordings and electrocorticography (ECoG)-have recently measured broadband power elevation in field potentials (similar to 50-200 Hz) as a proxy for locally averaged spike rates. Here, we sought to detect and quantify stimulus-related broadband responses using magnetoencephalography (MEG). Extracranial measurements like MEG and EEG have multiple global noise sources and relatively low signal-to-noise ratios; moreover high frequency artifacts from eye movements can be confounded with stimulus design and mistaken for signals originating from brain activity. For these reasons, we developed an automated denoising technique that helps reveal the broadband signal of interest. Subjects viewed 12-Hz contrast-reversing patterns in the left, right, or bilateral visual field. Sensor time series were separated into evoked (12-Hz amplitude) and broadband components (60-150 Hz). In all subjects, denoised broadband responses were reliably measured in sensors over occipital cortex, even in trials without microsaccades. The broadband pattern was stimulus-dependent, with greater power contralateral to the stimulus. Because we obtain reliable broadband estimates with short experiments (similar to 20 minutes), and with sufficient signal-to-noise to distinguish responses to different stimuli, we conclude that MEG broadband signals, denoised with our method, offer a practical, non-invasive means for characterizing spike-rate-dependent neural activity for addressing scientific questions about human brain function.
引用
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页数:34
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