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A New Development on ANN in China — Biomimetic Pattern Recognition and Multi Weight Vector Neurons
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A New Development on ANN in China — Biomimetic Pattern Recognition and Multi Weight Vector Neurons
Shoujue Wang5 
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Lab of Artificial Neural Networks, Inst. of Semiconductors, Beijing, 100083, China |
Abstract
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.
Keywords Neural network - high-dimensional space geometry - pattern recognition
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