Convergence Analysis of Three Classes of Split-Complex Gradient Algorithms for Complex-Valued Recurrent Neural Networks
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[1] Danilo P. Mandic,et al. A generalized normalized gradient descent algorithm , 2004, IEEE Signal Processing Letters.
[2] Ronald J. Williams,et al. A Learning Algorithm for Continually Running Fully Recurrent Neural Networks , 1989, Neural Computation.
[3] Danilo P. Mandic,et al. A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters , 2003, IEEE Trans. Signal Process..
[4] Alois Knoll,et al. Complex Valued Recurrent Neural Network: From Architecture to Training , 2012 .
[5] C. Zhang,et al. Convergence of BP algorithm for product unit neural networks with exponential weights , 2008, Neurocomputing.
[6] Wei Wu,et al. Boundedness and Convergence of Online Gradient Method With Penalty for Feedforward Neural Networks , 2009, IEEE Transactions on Neural Networks.
[7] Danilo P. Mandic,et al. A Complex-Valued RTRL Algorithm for Recurrent Neural Networks , 2004, Neural Computation.
[8] Pedro Henrique Gouvêa Coelho. A complex EKF-RTRL neural network , 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).
[9] Danilo P. Mandic,et al. Recurrent Neural Networks for Prediction , 2001 .
[10] Akira Hirose. Complex-Valued Neural Networks , 2006, Studies in Computational Intelligence.
[11] Wei Wu,et al. Deterministic convergence of an online gradient method for BP neural networks , 2005, IEEE Transactions on Neural Networks.
[12] B. Widrow,et al. The complex LMS algorithm , 1975, Proceedings of the IEEE.
[13] M. Razaz,et al. A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size , 2001, IEEE Signal Processing Letters.
[14] Danilo P. Mandic,et al. Complex Valued Nonlinear Adaptive Filters , 2009 .
[15] D. Mandic,et al. Complex Valued Nonlinear Adaptive Filters: Noncircularity, Widely Linear and Neural Models , 2009 .
[16] Wei Wu,et al. Training Pi-Sigma Network by Online Gradient Algorithm with Penalty for Small Weight Update , 2007, Neural Computation.
[17] Dongpo Xu,et al. Convergence of gradient method for Elman networks , 2008 .
[18] Zhiping Wang,et al. Convergence of an Online Split-Complex Gradient Algorithm for Complex-Valued Neural Networks , 2010 .
[19] Danilo P. Mandic,et al. Stochastic Gradient-Adaptive Complex-Valued Nonlinear Neural Adaptive Filters With a Gradient-Adaptive Step Size , 2007, IEEE Transactions on Neural Networks.
[20] Jacek M. Zurada,et al. Deterministic convergence of conjugate gradient method for feedforward neural networks , 2011, Neurocomputing.
[21] Gaofeng Zheng,et al. Convergence of a Batch Gradient Algorithm with Adaptive Momentum for Neural Networks , 2011, Neural Processing Letters.
[22] Kazuyuki Murase,et al. Single-layered complex-valued neural network for real-valued classification problems , 2009, Neurocomputing.
[23] Wei Wu,et al. Convergence of gradient method for a fully recurrent neural network , 2010, Soft Comput..
[24] Henry Leung,et al. The complex backpropagation algorithm , 1991, IEEE Trans. Signal Process..
[25] Akira Hirose,et al. Complex-Valued Neural Networks (Studies in Computational Intelligence) , 2006 .
[26] Elias S. Manolakos,et al. Training fully recurrent neural networks with complex weights , 1994 .
[27] Chao Zhang,et al. Convergence of Batch Split-Complex Backpropagation Algorithm for Complex-Valued Neural Networks , 2009 .
[28] Wu,et al. CONVERGENCE OF GRADIENT METHOD WITH MOMENTUM FOR BACK-PROPAGATION NEURAL NETWORKS * , 2008 .
[29] Danilo P. Mandic,et al. Recurrent Neural Networks for Prediction: Learning Algorithms, Architectures and Stability , 2001 .
[30] Akira Hirose,et al. Complex-Valued Neural Networks , 2006, Studies in Computational Intelligence.
[31] Marco Gori,et al. Optimal convergence of on-line backpropagation , 1996, IEEE Trans. Neural Networks.
[32] Wei Wu,et al. Strong Convergence of Gradient Methods for BP Networks Training , 2005, 2005 International Conference on Neural Networks and Brain.
[33] Sammy Siu,et al. Analysis of the Initial Values in Split-Complex Backpropagation Algorithm , 2008, IEEE Transactions on Neural Networks.