Noise-Cancellerbased on GeneralizedNeural Network

Thenoise cancellation hasbecometheessential requirement inthefield ofsignal processing .Thispaper presents thenoise-cancellation technique basedonHigher-Order NeuralNetwork(HONN).Thesenetworkconsists ofan aggregation function ,Generalized NeuralNetwork(GNN) whichisbasedonthegeneralized-mean ofalltheinputs applied toit. Theresults ofGNN isalsocompared withthe existing Recursive LeastSquareAlgorithm (RLS)of adaptive filtering. The simulation results showthese network canbesuitably applied forthesignal detection.