Abstract: This article presents a novel online identification algorithm for nonlinear regression models. The online identification problem is challenging due to the presence of nonlinear structure in ...
Abstract: In a recent paper, we developed a novel quantized kernel least mean square algorithm, in which the input space is quantized (partitioned into smaller regions) and the network size is upper ...
In Hans Christian Andersen's folktale, The Emperor's New Clothes, when a child cries out that the emperor is naked, he isn't revealing a secret. Everyone already knows it. What changes in that instant ...
The n-queens puzzle is the problem of placing n chess queens on an n×n chessboard so that no two queens threaten each other; thus, a solution requires that no two queens share the same row, column, or ...
Rectified linear unit (ReLU) deep neural network (DNN) is a classical model in deep learning and has achieved great success in many applications. However, this model is characterized by too many ...
An internal Facebook report found that the social media platform’s algorithms – the rules its computers follow in deciding the content that you see – enabled disinformation campaigns based in Eastern ...
ABSTRACT: The performance of the speaker recognition system declines when training and testing audio codecs are mismatched. In this paper, based on analyzing the effect of mismatched audio codecs in ...
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