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The complex backpropagation algorithm
486
Citations
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References
1991
Year
Artificial IntelligenceDeep Neural NetworksEngineeringMachine LearningNeural Networks (Machine Learning)Cellular Neural NetworkComputational Learning TheoryEvolving Neural NetworkComplex Backpropagation AlgorithmComplex SignalsAi FoundationNonlinear Signal ProcessingComputer ScienceNeural Networks (Computational Neuroscience)Complex CoefficientsMultilayer Neural NetworkSignal ProcessingSocial Sciences
The backpropagation (BP) algorithm that provides a popular method for the design of a multilayer neural network to include complex coefficients and complex signals so that it can be applied to general radar signal processing and communications problems. It is shown that the network can classify complex signals. The generalization of the BP to deal with complex signals should make it possible to expand the line of applications of this powerful nonlinear signal processing algorithm.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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