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Comparison of the color selectivity of macaque V4 neurons in different color spaces

机译:猕猴V4神经元在不同颜色空间中的颜色选择比较

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摘要

Chromatic selectivity has been studied extensively in various visual areas at different stages of visual processing in the macaque brain. In these studies, color stimuli defined in the Derrington-Krauskopf-Lennie (DKL) color space with a limited range of cone contrast were typically used in early stages, whereas those defined in the Commission Internationale de l'Eclairage (CIE) color space, based on human psychophysical measurements across the gamut of the display, were often used in higher visual areas. To understand how the color information is processed along the visual pathway, it is necessary to compare color selectivity obtained in different areas on a common color space. In the present study, we tested whether the neural color selectivity obtained in DKL space can be predicted from responses obtained in CIE space and whether stimuli with limited cone contrast are sufficient to characterize neural color selectivity. We found that for most V4 neurons, there was a strong correlation between responses measured using the two chromatic coordinate systems, and the color selectivities obtained with the two stimulus sets were comparable. However, for some neurons preferring high- or low-saturation colors, stimuli defined in DKL color space did not adequately capture the neural color selectivity. This is mainly due to the use of stimuli within a limited range of cone contrast. We conclude that regardless of the choice of color space, the sampling of colors across the entire gamut is important to characterize neural color selectivity fully or to compare color selectivities in different areas so as to understand color representation in the visual system.
机译:在猕猴视觉处理的不同阶段,已在各个视觉区域对色选择性进行了广泛的研究。在这些研究中,通常在早期阶段使用在Derrington-Krauskopf-Lennie(DKL)颜色空间中定义的,具有有限锥对比度的颜色刺激,而在国际照明委员会(CIE)颜色空间中定义的刺激,基于人类对整个显示器色域的心理生理测量,通常用于较高的视觉区域。为了了解如何沿视觉路径处理颜色信息,有必要比较在公共颜色空间上不同区域获得的颜色选择性。在本研究中,我们测试了是否可以从CIE空间中获得的响应中预测在DKL空间中获得的神经颜色选择性,以及锥形对比度有限的刺激是否足以表征神经颜色选择性。我们发现,对于大多数V4神经元而言,使用两个色坐标系测量的响应之间存在很强的相关性,并且使用两个刺激集获得的颜色选择性相当。但是,对于某些偏爱高或低饱和度颜色的神经元,在DKL颜色空间中定义的刺激不能充分捕捉神经颜色的选择性。这主要是由于在锥形对比度的有限范围内使用了刺激。我们得出结论,不管选择颜色空间如何,整个色域上的颜色采样对于充分表征神经颜色选择性或比较不同区域的颜色选择性以了解视觉系统中的颜色表示很重要。

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