Noise Benefits in Complex-Valued Neural Networks

In this paper, we investigate the effectiveness of noise that is injected into the output of complex-valued neural networks. We first establish the equivalence between the complex backpropagation algorithm and the complex expectation maximization algorithm from the perspective of maximum probability...

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Bibliographic Details

Published in:	2023 8th International Conference on Image, Vision and Computing (ICIVC) pp. 853 - 858
Main Authors:	Ren, Lei, Liu, Chunyang, Zhang, Ying
Format:	Conference Proceeding
Language:	English
Published:	IEEE 27.07.2023
Subjects:	Backpropagation Backpropagation algorithms complex backpropagation algorithm complex noisy expectation maximization algorithm complex-valued neural networks Estimation Neural networks Noise measurement noise separation hyperplane Numerical simulation Training
Online Access:	Get full text
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