Title :
Intuitive simulation method based on associative memory
Author :
Zhao, Tingting ; Wei, Xiaopeng ; Zheng, Hong
Author_Institution :
Sch. of Mech. Eng., Dalian Univ. of Technol., China
Abstract :
Creative computation is a new research field of computational intelligence, and Intuition plays an important role in creativity. The relationship between intuition, experience, association and stimuli is described in a quantitative way. The experience is achieved by Hebb´s law. On the basis of the definition of mutation association, the process of intuition is modeled by Hopfield neural networks, crossover and mutation operators. The cognitive and computational models for simulating intuition are established. Finally, an example for rendering fractal graphs is given to show the efficiency of the methods presented here.
Keywords :
Hopfield neural nets; cognitive systems; content-addressable storage; fractals; graph theory; Hebb law; Hopfield neural networks; associative memory; cognitive models; computational intelligence; computational models; creative computation; crossover operators; fractal graphs; intuitive simulation; mutation association; mutation operators; Associative memory; Competitive intelligence; Computational intelligence; Computational modeling; Fractals; Genetic mutations; Hopfield neural networks; Humans; Machine intelligence; Mechanical engineering;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1341939