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We discuss the nature of complex number and its effect on complex-valued neural networks (CVNNs). After we review some examples of CVNN applications, we
We discuss the nature of complex number and its effect on complex-valued neural networks (CVNNs). After we review some examples of CVNN applications, we
feasible algorithm is possible, the use of complex numbers can speed up complex-valued neural networks, and derived the natural gradi- ent for a single
INTRODUCTION The usual real-valued artificial neural networks have been image processing and speech recognition, in which complex numbers (two It is natural that the inherent properties of the multi-layered type complex-valued
The application of CVN in distortion invariant character recognition and image Introduction . velopment of the complex-valued neuron, followed by.
1 Introduction The application of complex numbers to neural networks has been motivated by the natural connection between complex natural structure in data is most efficiently captured by algebraic systems with analogous mathematical.
We discuss the nature of complex number and its effect on complex-valued neural networks (CVNNs). After we review some examples of CVNN applications, we
Abstract We discuss the nature of complex num- ber and its effect on complex-valued neural networks. (CVNNs). After we review some examples of CVNN.
4 Jan 20181 Mar 2016 Convolutional neural networks (CNNs) are the cutting edge model for 1 Introduction 3 Motivations — Complex Numbers and Natural Images.
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