e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Aug 2019 - Volume 10, Issue 4
Deadline: 15 Jul 2019
Notification: 15 Aug 2019
Publication: 31 Aug 2019

Oct 2019 - Volume 10, Issue 5
Deadline: 15 Sep 2019
Notification: 15 Oct 2019
Publication: 30 Oct 2019

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ABSTRACT

Title : Noise - Canceller based on Generalized-Mean Neural Networks
Authors : Agya Mishra, R.N.Yadav, D.K.Trivedi
Keywords : Noisy signals, Noise canceller, Generalized- mean neuron, function approximation.
Issue Date : August 2010
Abstract :
Noise cancellation in the field of Adaptive filterinfag has become the essential requirement of the signal processing .The standard multilayer perceptron (MLP) model of Neural Networks is now popular in Adaptive filtering This paper presents the noise-cancellation technique based on Generalized-mean neuron network (GMN). This network consists of an aggregation function, which is based on the generalized mean of all the inputs applied to it. Performance of this GMN network is also compared with traditional MLP networks. The simulation results show the GMN network can be suitably applied for the signal detection.
Page(s) : 125-135
ISSN : 0976-5166
Source : Vol. 1, No.2