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In our previous work, well balanced pseudo random signed binary sequence generated by using trace function and Legendre symbol has been researched. Our previous sequence generated by applying primitive polynomial over odd characteristic field Fp, trace function and Legendre symbol. The important features such as period, periodic autocorrelation, and cross-correlation have already been well discussed...
Computing exact nearest and farthest neighbor is a challenging task, especially in the case of high-dimensional data. Several algorithms have been proposed to tackle the nearest neighbor problem. However, not much emphasis has been given on farthest neighbor problem. Most of the previous methods addressing this problem are not efficient when applied to high-dimensional data. In this paper, we present...
This work attempts to find the most optimal setting for a convolutional neural network (CNN) for Bengali digit dataset classification. Recognition of handwritten Bengali numerals has recently gained much interest among researchers due to the significant performance gain found in the recognition of English numerals using neural network based architecture. In this work, a new dataset of 70,000 samples...
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