fMRI to inform the Components of Cognitive Architecture

fMRI 为认知架构的组成部分提供信息

• 批准号: 7023902
• 负责人: JOHN Robert ANDERSON
• 金额: $ 22.01万
• 依托单位: CARNEGIE-MELLON UNIVERSITY
• 依托单位国家: 美国
• 财政年份: 2004
• 资助国家: 美国
• 起止时间: 2004-03-01 至 2008-02-29
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/7023902
• 关键词: behavior test; bioimaging /biomedical imaging; brain electrical activity; brain mapping; clinical research; cognition; computational neuroscience; functional magnetic resonance imaging; human subject; mathematical ability; memory; motor cortex; neural information processing; parietal lobe /cortex; performance; prefrontal lobe /cortex; problem solving; technology /technique development; university student

DESCRIPTION (provided by applicant): The goal of this project is to use brain imaging and cognitive architectures to mutually inform one another. A framework has been developed to map the processes in a cognitive architecture onto the BOLD function obtained in fMRI imaging. Given an assignment of processes to brain regions it is possible to make a priori predictions about the exact form of the BOLD function obtained in these regions across a range of tasks. This can serve as the link that enables fMRI imaging to provide novel tests of any well specified theory of cognitive processing theory and to direct the future development of that theory. More specifically, the research will look at predictions of the ACT-R theory for four general cognitive domains. The first involves algebraic string manipulation tasks for which the theory has already been substantially tested with respect to its simultaneous predictions for a motor area, a posterior parietal imagery area, and a prefrontal retrieval area. The second involves various goal-manipulation tasks for which the expectation is that dorsolateral prefrontal regions will be active during subgoaling. The third involves a set of retrieval tasks involving the fan effect for which the expectation is that the results will elaborate the mapping of the ACT-R theory onto prefrontal retrieval regions. In addition to directing the development of the ACT-R theory this research will serve to develop the conceptual tools for using fMRI research to study higher-level cognitive functioning. Advancing the mapping of brain imaging to higher-level cognitive function is important for many applications including health-related efforts such as understanding the basis of cognitive dysfunctions.

描述（由申请人提供）：该项目的目标是使用大脑成像和认知架构相互告知对方。已经开发了一个框架，以映射到功能磁共振成像中获得的BOLD功能的认知架构中的过程。给定一个分配给大脑区域的过程，就有可能对在一系列任务中在这些区域中获得的BOLD函数的确切形式进行先验预测。这可以作为一个链接，使功能磁共振成像提供新的测试任何明确的认知加工理论的理论，并指导该理论的未来发展。更具体地说，这项研究将着眼于ACT-R理论对四个一般认知领域的预测。第一个涉及代数字符串操作任务，该理论已经得到了充分的测试，其同时预测的运动区，后顶叶意象区，和前额提取区。第二个涉及各种目标操纵任务，预计背外侧前额叶区域将在目标下过程中活跃。第三个涉及一组检索任务，涉及风扇效应的期望是，结果将详细说明映射的ACT-R理论到前额叶检索区。除了指导ACT-R理论的发展之外，这项研究还将有助于开发使用fMRI研究来研究更高水平认知功能的概念工具。将大脑成像映射到更高层次的认知功能对于许多应用都很重要，包括与健康相关的努力，例如了解认知功能障碍的基础。