Multiscale temporal integration organizes hierarchical computation in human auditory cortex

被引:32
|
作者
Norman-Haignere, Sam, V [1 ,2 ,3 ,4 ,5 ]
Long, Laura K. [1 ,6 ]
Devinsky, Orrin [7 ,8 ]
Doyle, Werner [8 ,9 ]
Irobunda, Ifeoma [10 ]
Merricks, Edward M. [10 ]
Feldstein, Neil A. [11 ]
McKhann, Guy M. [11 ]
Schevon, Catherine A. [10 ]
Flinker, Adeen [7 ,8 ,12 ]
Mesgarani, Nima [1 ,6 ,13 ]
机构
[1] Columbia Univ, Zuckerman Mind Brain Behav Inst, New York, NY 10027 USA
[2] Life Sci Res Fdn, Cockeysville, MD 21030 USA
[3] Howard Hughes Med Inst, Chevy Chase, MD 20815 USA
[4] Univ Rochester, Med Ctr, Dept Biostat & Computat Biol, Rochester, NY 14642 USA
[5] Univ Rochester, Med Ctr, Dept Neurosci, Rochester, NY 14642 USA
[6] Columbia Univ, Doctoral Program Neurobiol & Behav, New York, NY 10027 USA
[7] NYU, Dept Neurol, Langone Med Ctr, New York, NY 10016 USA
[8] NYU, Langone Med Ctr, Comprehens Epilepsy Ctr, New York, NY USA
[9] NYU, Dept Neurosurg, Langone Med Ctr, 550 1St Ave, New York, NY 10016 USA
[10] Columbia Univ, Dept Neurol, Irving Med Ctr, New York, NY USA
[11] Columbia Univ, Irving Med Ctr, Dept Neurol Surg, New York, NY USA
[12] NYU, Dept Biomed Engn, Tandon Sch Engn, New York, NY USA
[13] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
基金
美国国家卫生研究院;
关键词
CORTICAL ORGANIZATION; ACOUSTIC FEATURES; NATURAL SOUNDS; SINGLE-NEURON; TIME SCALES; SPEECH; MODULATION; MUSIC; SPECTRA; DECORRELATION;
D O I
10.1038/s41562-021-01261-y
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
To derive meaning from sound, the brain must integrate information across many timescales. What computations underlie multiscale integration in human auditory cortex? Evidence suggests that auditory cortex analyses sound using both generic acoustic representations (for example, spectrotemporal modulation tuning) and category-specific computations, but the timescales over which these putatively distinct computations integrate remain unclear. To answer this question, we developed a general method to estimate sensory integration windows-the time window when stimuli alter the neural response-and applied our method to intracranial recordings from neurosurgical patients. We show that human auditory cortex integrates hierarchically across diverse timescales spanning from similar to 50 to 400 ms. Moreover, we find that neural populations with short and long integration windows exhibit distinct functional properties: short-integration electrodes (less than similar to 200 ms) show prominent spectrotemporal modulation selectivity, while long-integration electrodes (greater than similar to 200 ms) show prominent category selectivity. These findings reveal how multiscale integration organizes auditory computation in the human brain.
引用
收藏
页码:455 / +
页数:30
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