人类视觉皮层中动物外观偏差的表示动态表明快速料前期加工
Chiu-Yueh Chen1, Gaëlle Leys1, Stefania Bracci2
1KU Leuven, Leuven Brain Institute, Brain & Cognition, Leuven, Belgium.
Imaging neuroscience (Cambridge, Mass.)
|August 13, 2025
概括
人类大脑很快就会将动物形象物体解释为动物,而不是无生命物体. 这种早期的"动物外观偏见"发生在识别其真实对象身份之前,挑战了深度神经网络模型.
科学领域:
- 认知神经科学 认知神经科学
- 计算神经科学是一种神经科学.
- 视觉感知 视觉感知 视觉感知
背景情况:
- 人类表现出一种强烈的偏见,将动物形态物体视为动物.
- 这种偏差在腹部视觉通路中很突出,但在前深卷积神经网络 (DCNNs) 中没有.
- 这种偏差的时间动态尚未得到充分理解.
研究的目的:
- 研究随着时间的推移,动物外表偏见的出现和表现动态.
- 为了比较人类的神经反应与DCNNs关于这种偏差.
- 为了确定DCNN是否需要复发才能表现出这种偏差.
主要方法:
- 多变量脑电图 (EEG) 用于探测表示动态.
- 对动物形象物体,动物图像和普通物体的神经反应进行了分析.
- 还检查了任务上下文的影响.
主要成果:
- 动物形象对象的早期神经表现与动物图像非常相似.
- 动物形象物体作为无生命物体的表现后来出现,并且较弱.
- 任务上下文效应也在神经反应中稍后出现.
结论:
- 动物外观偏见的迅速出现支持了料前期加工的解释.
- 这些发现表明,DCNN中缺乏复发并不能解释它们未能表现出这种偏差.
- 人类对模两可的刺激的视觉处理在处理流的早期强烈倾向于动画解释.
相关概念视频
Parallel Processing
227
The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
227
Vision
55.3K
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
55.3K
Association Areas of the Cortex
6.3K
Association areas are regions of the cerebral cortex that do not have a specific sensory or motor function. Instead, they integrate and interpret information from various sources to enable higher cognitive processes such as memory, learning, and decision-making. Some key association areas include the following:
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
Prefrontal Association Area: This area is located in the frontal lobe and is involved in planning, decision-making, and moderating social behavior. It connects with primary motor areas,...
6.3K
Visual System
686
Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
Once through the pupil, the light passes through the lens, a...
Once through the pupil, the light passes through the lens, a...
686
Motor and Sensory Areas of the Cortex
4.6K
The cerebral cortex, the brain's outermost layer, is pivotal in processing complex cognitive tasks, emotions, and various sensory inputs and executing voluntary motor activities. This intricate structure is divided into three primary functional areas: the motor areas, sensory areas, and association areas.
Motor Areas
The motor areas located in the frontal lobe are central to controlling voluntary movements. This region is further subdivided into the primary motor cortex and the premotor cortex....
Motor Areas
The motor areas located in the frontal lobe are central to controlling voluntary movements. This region is further subdivided into the primary motor cortex and the premotor cortex....
4.6K
Facial Feedback Hypothesis
246
Charles Darwin proposed that facial expressions are an evolutionary adaptation for communication. He argued that these expressions are not influenced by culture but are universal across species. For example, a snarling expression with exposed teeth signals a threat in many animals, including humans. Darwin also suggested that displaying an emotion can intensify the feeling. Smiling, for example, could enhance one's sense of happiness. This idea laid the foundation for understanding the role...
246


