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

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.

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.

于2010-11-15批量导入

zhangdi于2010-11-15 17:02:03导入数据到SEMI-IR的IR

Made available in DSpace on 2010-11-15T09:02:03Z (GMT). No. of bitstreams: 1 2813.pdf: 281121 bytes, checksum: 1cdccffc7e8df083a87073b4cc505ff3 (MD5) Previous issue date: 2003

Natl Nat Sci Fdn China.; Chongqing Municipal Educ Comm.; Chongqing Municipal Sci & Technol Comm.; Chongqing Bur Informat Ind.

Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China

Natl Nat Sci Fdn China.; Chongqing Municipal Educ Comm.; Chongqing Municipal Sci & Technol Comm.; Chongqing Bur Informat Ind.