Center for Neural Science, New York University, New York, NY.
Center for Computational Neuroscience, Flatiron Institute, New York, NY.
J Neurosci. 2024 Oct 16;44(42):e0349242024. doi: 10.1523/JNEUROSCI.0349-24.2024.
The visual world is richly adorned with texture, which can serve to delineate important elements of natural scenes. In anesthetized macaque monkeys, selectivity for the statistical features of natural texture is weak in V1, but substantial in V2, suggesting that neuronal activity in V2 might directly support texture perception. To test this, we investigated the relation between single cell activity in macaque V1 and V2 and simultaneously measured behavioral judgments of texture. We generated stimuli along a continuum between naturalistic texture and phase-randomized noise and trained two macaque monkeys to judge whether a sample texture more closely resembled one or the other extreme. Analysis of responses revealed that individual V1 and V2 neurons carried much less information about texture naturalness than behavioral reports. However, the sensitivity of V2 neurons, especially those preferring naturalistic textures, was significantly closer to that of behavior compared with V1. The firing of both V1 and V2 neurons predicted perceptual choices in response to repeated presentations of the same ambiguous stimulus in one monkey, despite low individual neural sensitivity. However, neither population predicted choice in the second monkey. We conclude that neural responses supporting texture perception likely continue to develop downstream of V2. Further, combined with neural data recorded while the same two monkeys performed an orientation discrimination task, our results demonstrate that choice-correlated neural activity in early sensory cortex is unstable across observers and tasks, untethered from neuronal sensitivity, and therefore unlikely to directly reflect the formation of perceptual decisions.
视觉世界充满了丰富的纹理,这些纹理可以用来描绘自然场景的重要元素。在麻醉猕猴中,V1 对自然纹理的统计特征的选择性较弱,但 V2 则较强,这表明 V2 中的神经元活动可能直接支持纹理感知。为了验证这一点,我们研究了猕猴 V1 和 V2 中的单个细胞活动与同时测量的纹理感知行为判断之间的关系。我们沿着自然纹理和相位随机噪声之间的连续体生成刺激,并训练两只猕猴判断样本纹理更接近哪一个极端。对响应的分析表明,单个 V1 和 V2 神经元携带的关于纹理自然性的信息比行为报告少得多。然而,与 V1 相比,V2 神经元的敏感性,尤其是那些对自然纹理有偏好的神经元,与行为更为接近。尽管单个神经元的敏感性较低,但一只猕猴在对同一模糊刺激进行重复呈现时,V1 和 V2 神经元的放电都可以预测感知选择。然而,在第二只猴子中,没有一个群体可以预测选择。我们的结论是,支持纹理感知的神经反应可能在 V2 之后继续发展。此外,结合在同两只猴子执行方向辨别任务时记录的神经数据,我们的结果表明,早期感觉皮层中与选择相关的神经活动在不同观察者和任务之间不稳定,与神经元的敏感性无关,因此不太可能直接反映感知决策的形成。