A new development on ANN in China - Biomimetic pattern recognition and multi weight vector neurons


Autoria(s): Wang SJ
Data(s)

2003

Resumo

A new model of pattern recognition principles-Biomimetic Pattern Recognition, which is based on "matter cognition" instead of "matter classification", has been proposed. As a important means realizing Biomimetic Pattern Recognition, the mathematical model and analyzing method of ANN get breakthrough: a novel all-purpose mathematical model has been advanced, which can simulate all kinds of neuron architecture, including RBF and BP models. As the same time this model has been realized using hardware; the high-dimension space geometry method, a new means to analyzing ANN, has been researched.

Identificador

http://ir.semi.ac.cn/handle/172111/11494

http://www.irgrid.ac.cn/handle/1471x/64717

Idioma(s)

英语

Fonte

Wang SJ .A new development on ANN in China - Biomimetic pattern recognition and multi weight vector neurons ,ROUGH SETS FUZZY SETS DATA MINING AND GRANULAR COMPUTING,2003,2639(0):35-43

Palavras-Chave #人工智能 #neural network #high-dimensional space geometry #pattern recognition
Tipo

期刊论文