Taatgen Niels, Anderson John R
Department of Artificial Intelligence, University of GroningenDepartment of Psychology, Carnegie Mellon University.
Top Cogn Sci. 2010 Oct;2(4):693-704. doi: 10.1111/j.1756-8765.2009.01063.x.
Cognitive architectures are theories of cognition that try to capture the essential representations and mechanisms that underlie cognition. Research in cognitive architectures has gradually moved from a focus on the functional capabilities of architectures to the ability to model the details of human behavior, and, more recently, brain activity. Although there are many different architectures, they share many identical or similar mechanisms, permitting possible future convergence. In judging the quality of a particular cognitive model, it is pertinent to not just judge its fit to the experimental data but also its simplicity and ability to make predictions.
认知架构是关于认知的理论,试图捕捉构成认知基础的基本表征和机制。认知架构的研究已逐渐从关注架构的功能能力转向对人类行为细节进行建模的能力,并且最近还转向了对大脑活动进行建模的能力。尽管存在许多不同的架构,但它们共享许多相同或相似的机制,这使得未来有可能实现融合。在判断特定认知模型的质量时,不仅要判断其与实验数据的拟合度,还要判断其简单性和进行预测的能力,这一点很重要。