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学会辨别差异会特别改变最具信息性的V4神经元。

Learning to see the difference specifically alters the most informative V4 neurons.

作者信息

Raiguel Steven, Vogels Rufin, Mysore Santosh G, Orban Guy A

机构信息

Laboratorium voor Neuro-en-Psychofysiologie, Katholieke Universiteit Leuven Medical School, BE-3000 Leuven, Belgium.

出版信息

J Neurosci. 2006 Jun 14;26(24):6589-602. doi: 10.1523/JNEUROSCI.0457-06.2006.

Abstract

Perceptual learning is an instance of adult plasticity whereby training in a sensory (e.g., a visual task) results in neuronal changes leading to an improved ability to perform the task. Yet studies in primary visual cortex have found that changes in neuronal response properties were relatively modest. The present study examines the effects of training in an orientation discrimination task on the response properties of V4 neurons in awake rhesus monkeys. Results indicate that the changes induced in V4 are indeed larger than those in V1. Nonspecific effects of training included a decrease in response variance, and an increase in overall orientation selectivity in V4. The orientation-specific changes involved a local steepening in the orientation tuning curve around the trained orientation that selectively improved orientation discriminability at the trained orientation. Moreover, these changes were largely confined to the population of neurons whose orientation tuning was optimal for signaling small differences in orientation at the trained orientation. Finally, the modifications were restricted to the part of the tuning curve close to the trained orientation. Thus, we conclude that it is the most informative V4 neurons, those most directly involved in the discrimination, that are specifically modified by perceptual learning.

摘要

知觉学习是成人可塑性的一个实例,即在感觉(如视觉任务)方面的训练会导致神经元变化,从而提高执行该任务的能力。然而,在初级视觉皮层的研究发现,神经元反应特性的变化相对较小。本研究考察了在定向辨别任务中的训练对清醒恒河猴V4神经元反应特性的影响。结果表明,V4中诱导的变化确实比V1中的变化更大。训练的非特异性效应包括反应方差的降低以及V4中整体定向选择性的增加。定向特异性变化涉及围绕训练定向的定向调谐曲线局部变陡,这选择性地提高了在训练定向上的定向辨别能力。此外,这些变化主要局限于那些定向调谐对于在训练定向上信号化小的定向差异最为优化的神经元群体。最后,这些修改仅限于调谐曲线中接近训练定向的部分。因此,我们得出结论,正是那些最具信息性的V4神经元,即那些最直接参与辨别的神经元,会被知觉学习特异性地修改。

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