Abstract
Usually, the back-propagation learning rule is widely used for complex-valued neural networks as well. On the other hand, in this paper, learning rule for complex-valued neural networks using the simultaneous perturbation optimization method is proposed. Comparison between the back-propagation method and the proposed.simultaneous perturbation learning rule is made for some test problems. Simplicity of the proposed method results in faster learning speed.
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