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Noise Suppression by Artificial Neural NetworksAuthors: Garimella Ramamurthy Date: 2017-08-10 Report no: IIIT/TR/2017/34 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 networks ( CNNs) is discussed. Introducing the concept of null vectors, noise suppression ability of Single Layer Perceptron (SLP), Multi-Layer Perceptron (MLP) and Extreme Learning Machince (ELM) are discussed Full report: pdf Centre for Security, Theory and Algorithms |
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