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- W2366889251 abstract "Fast nearest-code searching method is essential for the real-time application of the technology of Vector Quantiza-tion(VQ).The methods used to speed up the searching process of nearest-code can be categorized into two,one includes those which avoid the unnecessary computation of Square Euclidean Distance between the input vector and the codeword vectors,this category can be called a kind of“Soft”method;the other in-cludes those which use the computation Look-up Table to re-place the multiplication operations in the calculation of Square Euclidean Distance thus save much computation time,it can be called a kind of“Hard”method.Note that these two types of methods are complementary,thus a new hybrid method which combines the“Soft”method and“Hard”method is proposed.The experiment results verified the efficiency of this method.This method can be used in real-time signal processing system based on VQ.Also,it can be used in speed up those pattern recognition systems which use SOM such as a Network Security System which uses SOM to detect the possible attack of hacker." @default.
- W2366889251 created "2016-06-24" @default.
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- W2366889251 date "2003-01-01" @default.
- W2366889251 modified "2023-09-26" @default.
- W2366889251 title "An New Hybrid Method of Fast Vector Quantization" @default.
- W2366889251 hasPublicationYear "2003" @default.
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