A new development on ANN in China - Biomimetic pattern recognition and multi weight vector neurons
Data(s) |
2003
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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 | |
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 |