Castellotti Serena, Del Viva Maria Michela
Department of Translational Research on New Technologies in Medicine and Surgery, University of Pisa, 56126 Pisa, Italy.
Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, 50135 Florence, Italy.
Brain Sci. 2024 Jul 26;14(8):753. doi: 10.3390/brainsci14080753.
To ensure survival, the visual system must rapidly extract the most important elements from a large stream of information. This necessity clashes with the computational limitations of the human brain, so a strong early data reduction is required to efficiently process information in fast vision. A theoretical early vision model, recently developed to preserve maximum information using minimal computational resources, allows efficient image data reduction by extracting simplified containing only optimally informative, salient features. Here, we investigate the neural substrates of this mechanism for optimal encoding of information, possibly located in early visual structures. We adopted a flicker adaptation paradigm, which has been demonstrated to specifically impair the contrast sensitivity of the magnocellular pathway. We compared flicker-induced contrast threshold changes in three different tasks. The results indicate that, after adapting to a uniform flickering field, thresholds for image discrimination using briefly presented sketches increase. Similar threshold elevations occur for motion discrimination, a task typically targeting the magnocellular system. Instead, contrast thresholds for orientation discrimination, a task typically targeting the parvocellular system, do not change with flicker adaptation. The computation performed by this early data reduction mechanism seems thus consistent with magnocellular processing.
为确保生存,视觉系统必须迅速从大量信息流中提取最重要的元素。这种必要性与人类大脑的计算限制相冲突,因此需要进行强大的早期数据简化,以便在快速视觉中高效地处理信息。最近开发的一种理论早期视觉模型,旨在使用最少的计算资源保留最大量的信息,通过提取仅包含最优信息、显著特征的简化图像来实现高效的图像数据简化。在此,我们研究这种信息最优编码机制的神经基础,其可能位于早期视觉结构中。我们采用了闪烁适应范式,该范式已被证明会特异性损害大细胞通路的对比敏感度。我们比较了三种不同任务中闪烁引起的对比阈值变化。结果表明,在适应均匀闪烁场后,使用短暂呈现的草图进行图像辨别的阈值会升高。对于运动辨别(一项通常针对大细胞系统的任务),也会出现类似的阈值升高。相反,对于方向辨别(一项通常针对小细胞系统的任务),对比阈值不会随闪烁适应而变化。因此,这种早期数据简化机制所执行的计算似乎与大细胞处理过程一致。