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NOISE SUPPRESSION BY ARTIFICIAL NEURAL NETWORKSAuthors: Garimella Ramamurthy Date: 2016-08-01 Report no: IIIT/TR/2016/59 AbstractIn this research paper, noise suppression ability of associative memories ( e.g. Hopfield neural network ) is briefly summarized. Motivated by this fact, noise suppression abilities of trained convolutional neural network is discussed. Introducing the concept of null vectors, noise suppression ability of Single Layer Perceptron, Multi-Layer Perceptron and Extreme Learning Machine are discussed. Also noise suppression by Support Vector Machines is discussed. Full report: pdf Centre for Security, Theory and Algorithms |
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