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作为一种动态双稳现象的知觉检测:感觉的神经计算关联

Perceptual detection as a dynamical bistability phenomenon: a neurocomputational correlate of sensation.

作者信息

Deco Gustavo, Pérez-Sanagustín Mar, de Lafuente Victor, Romo Ranulfo

机构信息

Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, 08010 Barcelona, Spain.

出版信息

Proc Natl Acad Sci U S A. 2007 Dec 11;104(50):20073-7. doi: 10.1073/pnas.0709794104. Epub 2007 Dec 5.

Abstract

Recent studies that combined psychophysical/neurophysiological experiments [de Lafuente V, Romo R (2005) Nat Neurosci 8:1698-1703] analyzed the responses from single neurons, recorded in several cortical areas of parietal and frontal lobes, while trained monkeys reported the presence or absence of a mechanical vibration of varying amplitude applied to skin of one fingertip. The analysis showed that the activity of primary somatosensory cortex neurons covaried with the stimulus strength but did not covary with the animal's perceptual reports. In contrast, the activity of medial premotor cortex (MPC) neurons did not covary with the stimulus strength but did covary with the animal's perceptual reports. Here, we address the question of how perceptual detection is computed in MPC. In particular, we regard perceptual detection as a bistable neurodynamical phenomenon reflected in the activity of MPC. We show that the activity of MPC is consistent with a decision-making-like scenario of fluctuation-driven computation that causes a probabilistic transition between two bistable states, one corresponding to the case in which the monkey detects the sensory input, the other corresponding to the case in which the monkey does not. Moreover, the high variability activity of MPC neurons both within and between trials reflects stochastic fluctuations that may play a crucial role in the monkey's probabilistic perceptual reports.

摘要

最近结合心理物理学/神经生理学实验的研究[德拉富恩特V,罗莫R(2005年)《自然神经科学》8:1698 - 1703]分析了在顶叶和额叶的几个皮质区域记录的单个神经元的反应,同时训练猴子报告施加于一个指尖皮肤的不同振幅机械振动的有无。分析表明,初级体感皮层神经元的活动与刺激强度相关,但与动物的感知报告无关。相比之下,内侧运动前皮层(MPC)神经元的活动与刺激强度无关,但与动物的感知报告相关。在此,我们探讨MPC中感知检测是如何计算的问题。特别是,我们将感知检测视为一种双稳态神经动力学现象,反映在MPC的活动中。我们表明,MPC的活动与一种类似决策的波动驱动计算场景一致,这种计算导致在两个双稳态之间进行概率性转换,一个对应猴子检测到感觉输入的情况,另一个对应猴子未检测到感觉输入的情况。此外,MPC神经元在试验内和试验间的高变异性活动反映了随机波动,这可能在猴子的概率性感知报告中起关键作用。

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