Perlovsky Leonid I
Harvard University, Cambridge, MA 02138, USA.
IEEE Trans Neural Netw. 2010 May;21(5):718-33. doi: 10.1109/TNN.2010.2041250. Epub 2010 Mar 1.
Processes in the mind: perception, cognition, concepts, instincts, emotions, and higher cognitive abilities for abstract thinking, beautiful music are considered here within a neural modeling fields (NMFs) paradigm. Its fundamental mathematical mechanism is a process "from vague-fuzzy to crisp," called dynamic logic (DL). This paper discusses why this paradigm is necessary mathematically, and relates it to a psychological description of the mind. Surprisingly, the process from "vague to crisp" corresponds to Aristotelian understanding of mental functioning. Recent functional magnetic resonance imaging (fMRI) measurements confirmed this process in neural mechanisms of perception.
感知、认知、概念、本能、情感以及用于抽象思维、美妙音乐的高级认知能力,在此都在神经建模领域(NMFs)范式中进行考量。其基本数学机制是一个“从模糊到清晰”的过程,称为动态逻辑(DL)。本文讨论了为何这一范式在数学上是必要的,并将其与思维的心理学描述联系起来。令人惊讶的是,“从模糊到清晰”的过程与亚里士多德对心理功能的理解相对应。最近的功能磁共振成像(fMRI)测量在感知的神经机制中证实了这一过程。