Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, 149 Thirteenth Street, Charlestown, MA 02129, USA.
Int J Psychophysiol. 2012 Feb;83(2):156-63. doi: 10.1016/j.ijpsycho.2011.11.002. Epub 2011 Nov 27.
Making accurate predictions about what may happen in the environment requires analogies between perceptual input and associations in memory. These elements of predictions are based on cortical representations, but little is known about how these processes can be enhanced by experience and training. On the other hand, studies on perceptual expertise have revealed that the acquisition of expertise leads to strengthened associative processing among features or objects, suggesting that predictions and expertise may be tightly connected. Here we review the behavioral and neural findings regarding the mechanisms involving prediction and expert processing, and highlight important possible overlaps between them. Future investigation should examine the relations among perception, memory and prediction skills as a function of expertise. The knowledge gained by this line of research will have implications for visual cognition research, and will advance our understanding of how the human brain can improve its ability to predict by learning from experience.
要对环境中可能发生的事情做出准确的预测,需要在感知输入和记忆中的联想之间进行类比。这些预测要素基于皮质代表,但对于经验和训练如何增强这些过程知之甚少。另一方面,关于感知专长的研究表明,专长的获得导致特征或对象之间的联想处理得到加强,这表明预测和专长可能紧密相关。在这里,我们回顾了涉及预测和专家处理机制的行为和神经发现,并强调了它们之间的重要重叠。未来的研究应该研究作为专长函数的感知、记忆和预测技能之间的关系。这条研究路线的知识将对视觉认知研究产生影响,并将增进我们对人类大脑如何通过从经验中学习来提高预测能力的理解。