Experimental Demonstration Of The Fixed-Point Sparse Coding Performance
نویسندگان
چکیده
منابع مشابه
Experimental Demonstration of the Fixed-Point Sparse Coding Performance
The Sparse Coding (SC) model has been proved to be among the best neural networks which are mainly used in unsupervised feature learning for many applications. Running a sparse coding algorithm is a time-consuming task due to its large scale and processing characteristics, which naturally leads to investigating FPGA acceleration. Fixed-point arithmetic can be used when implementing SC in FPGAs ...
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ژورنال
عنوان ژورنال: Cybernetics and Information Technologies
سال: 2014
ISSN: 1314-4081
DOI: 10.2478/cait-2014-0042