Suchergebnisse - "Batch gradient learning algorithm"

Deterministic convergence of complex mini-batch gradient learning algorithm for fully complex-valued neural networks von Zhang, Huisheng, Zhang, Ying, Zhu, Shuai, Xu, Dongpo

“… This paper investigates the fully complex mini-batch gradient algorithm for training complex-valued neural networks. Mini-batch gradient method has been widely …”
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Batch Gradient Learning Algorithm with Smoothing L1 Regularization for Feedforward Neural Networks von Mohamed, Khidir Shaib

“… In this paper, we propose a batch gradient learning algorithm with smoothing L1 regularization (BGSL1 …”
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Convergence of batch gradient learning algorithm with smoothing L1/2 regularization for Sigma–Pi–Sigma neural networks von Liu, Yan, Li, Zhengxue, Yang, Dakun, Mohamed, Kh.Sh, Wang, Jing, Wu, Wei

“… Sigma–Pi–Sigma neural networks are known to provide more powerful mapping capability than traditional feed-forward neural networks. The L1/2 regularizer is …”
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Batch Gradient Learning Algorithm with Smoothing Regularization for Feedforward Neural Networks von Khidir Shaib Mohamed

“… In this paper, we propose a batch gradient learning algorithm with smoothing L1 regularization (BGS L1 …”
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Convergence analysis for sigma-pi-sigma neural network based on some relaxed conditions von Fan, Qinwei, Kang, Qian, Zurada, Jacek M.

“… This work proves the deterministic convergence of the Sigma-Pi-Sigma neural network based on the batch gradient learning algorithm under certain relaxed conditions …”
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Entropy Regularized Likelihood Learning on Gaussian Mixture: Two Gradient Implementations for Automatic Model Selection von Lu, Zhiwu

“… ) learning on Gaussian mixture via a batch gradient learning algorithm. It is demonstrated by the simulation experiments that this gradient ERL learning algorithm …”
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