Decision-related activity in sensory neurons reflects more than a neuron's causal effect

被引:242
作者
Nienborg, Hendrikje [1 ]
Cumming, Bruce G. [1 ]
机构
[1] NEI, Sensorimotor Res Lab, NIH, Bethesda, MD 20892 USA
基金
美国国家卫生研究院;
关键词
EARLY VISUAL-CORTEX; PERCEPTUAL DECISION; TASK STRATEGY; V2; NEURONS; AREA MT; CHOICE; RESPONSES; DISCRIMINATION; REPRESENTATION; VARIABILITY;
D O I
10.1038/nature07821
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
During perceptual decisions, the activity of sensory neurons correlates with a subject's percept, even when the physical stimulus is identical(1-9). The origin of this correlation is unknown. Current theory proposes a causal effect of noise in sensory neurons on perceptual decisions(10-12), but the correlation could result from different brain states associated with the perceptual choice(13) (a top-down explanation). These two schemes have very different implications for the role of sensory neurons in forming decisions(14). Here we use white-noise analysis(15) to measure tuning functions of V2 neurons associated with choice and simultaneously measure how the variation in the stimulus affects the subjects' (two macaques) perceptual decisions(16-18). In causal models, stronger effects of the stimulus upon decisions, mediated by sensory neurons, are associated with stronger choice-related activity. However, we find that over the time course of the trial these measures change in different directions-at odds with causal models. An analysis of the effect of reward size also supports this conclusion. Finally, we find that choice is associated with changes in neuronal gain that are incompatible with causal models. All three results are readily explained if choice is associated with changes in neuronal gain caused by top-down phenomena that closely resemble attention(19). We conclude that top-down processes contribute to choice-related activity. Thus, even forming simple sensory decisions involves complex interactions between cognitive processes and sensory neurons.
引用
收藏
页码:89 / U93
页数:5
相关论文
共 31 条
[1]  
AHUMADA AJ, 1996, PERCEPTION, V26, P18
[2]   Dynamics of ongoing activity: Explanation of the large variability in evoked cortical responses [J].
Arieli, A ;
Sterkin, A ;
Grinvald, A ;
Aertsen, A .
SCIENCE, 1996, 273 (5283) :1868-1871
[3]   A relationship between behavioral choice and the visual responses of neurons in macaque MT [J].
Britten, KH ;
Newsome, WT ;
Shadlen, MN ;
Celebrini, S ;
Movshon, JA .
VISUAL NEUROSCIENCE, 1996, 13 (01) :87-100
[4]  
Cumming BG, 1999, J NEUROSCI, V19, P5602
[5]  
DEAN AF, 1981, EXP BRAIN RES, V44, P437
[6]   Perceptually bistable three-dimensional figures evoke high choice probabilities in cortical area [J].
Dodd, JV ;
Krug, K ;
Cumming, BG ;
Parker, AJ .
JOURNAL OF NEUROSCIENCE, 2001, 21 (13) :4809-4821
[7]   Brain states: Top-down influences in sensory processing [J].
Gilbert, Charles D. ;
Sigman, Mariano .
NEURON, 2007, 54 (05) :677-696
[8]   Representation of a perceptual decision in developing oculomotor commands [J].
Gold, JI ;
Shadlen, MN .
NATURE, 2000, 404 (6776) :390-394
[9]   The neural basis of decision making [J].
Gold, Joshua I. ;
Shadlen, Michael N. .
ANNUAL REVIEW OF NEUROSCIENCE, 2007, 30 :535-574
[10]   Optimal representation of sensory information by neural populations [J].
Jazayeri, M ;
Movshon, JA .
NATURE NEUROSCIENCE, 2006, 9 (05) :690-696