人类视觉对象感知中的前和反的层特异的时空动态.
Tony Carricarte1,2,3, Siying Xie1, Johannes Singer1
1Department of Education and Psychology, Freie Universität Berlin, 14195 Berlin, Germany.
bioRxiv : the preprint server for biology
|June 4, 2025
概括
研究人员使用特定层的fMRI和EEG绘制了视觉对象感知图. 他们在早期视觉皮层 (EVC) 和侧后体综合体 (LOC) 中识别了不同的前和反信号,揭示了它们在处理视觉复杂性的作用.
科学领域:
- 神经科学是一个神经科学.
- 认知科学 认知科学
- 计算神经科学是一种神经科学.
背景情况:
- 视觉对象感知依赖于通过前和反连接在腹部视觉流中的信息流.
- 在自然主义视觉中区分这些快速,重叠的信号是具有挑战性的.
研究的目的:
- 在对象感知过程中将前和反信息信号空间和时间分离.
- 阐明这些信号在处理视觉复杂性的功能性作用.
主要方法:
- 在早期视觉皮层 (EVC) 和侧体综合体 (LOC) 中使用自然化的物体图像进行层特异性功能磁共振成像 (fMRI).
- 结合fMRI和脑电图 (EEG) 来区分时间和空间中的信号.
- 将LOC中识别的神经动态与深度神经网络 (DNN) 进行比较.
主要成果:
- 前进信号源于EVC和LOC的中间层.
- 反信号出现在EVC和LOC的表面层,以及EVC的深层.
- 在LOC中早期的前信号编码中等复杂性的特征;后来的反信号增强到高复杂性的特征.
结论:
- 本研究确定了前和反信息流的时空动态.
- 它澄清了这些途径在调解视觉对象感知和复杂性编码方面的功能作用.
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