Parallel Approach to Learning of the Recurrent Jordan Neural Network

This paper presents the parallel architecture of the Jordan network learning algorithm. The proposed solution is based on the high parallel three dimensional structures to speed up learning performance. Detailed parallel neural network structures are explicitly shown.

[1]  Jaroslaw Bilski,et al.  Parallel Realisation of QR Algorithm for Neural Networks Learning , 2004, ICAISC.

[2]  Jörg H. Siekmann,et al.  Artificial Intelligence and Soft Computing - ICAISC 2004 , 2004, Lecture Notes in Computer Science.

[3]  Jarosëaw Bilski,et al.  THE UD RLS ALGORITHM FOR TRAINING FEEDFORWARD NEURAL NETWORKS , 2005 .

[4]  Leszek Rutkowski.  Multiple Fourier series procedures for extraction of nonlinear regressions from noisy data , 1993, IEEE Trans. Signal Process..

[5]  L. Rutkowski.  Non-parametric learning algorithms in time-varying environments☆ , 1989 .

[6]  Leszek Rutkowski,et al.  Generalized regression neural networks in time-varying environment , 2004, IEEE Transactions on Neural Networks.

[7]  Ronald J. Williams,et al.  A Learning Algorithm for Continually Running Fully Recurrent Neural Networks , 1989, Neural Computation.

[8]  Leszek Rutkowski,et al.  Novel Online Speed Profile Generation for Industrial Machine Tool Based on Flexible Neuro-Fuzzy Approximation , 2012, IEEE Transactions on Industrial Electronics.

[9]  John F. Kolen,et al.  Field Guide to Dynamical Recurrent Networks , 2001 .

[10]  Józef Korbicz,et al.  Dynamic Neural Networks for Process Modelling in Fault Detection and Isolation Systems , 1999 .

[11]  X Li,et al.  Fuzzy Regression Modeling for Tool Performance Prediction and Degradation Detection , 2010, Int. J. Neural Syst..

[12]  Jacek M. Zurada,et al.  Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings , 2008, ICAISC.

[13]  Jaroslaw Bilski,et al.  Parallel Realisation of the Recurrent RTRN Neural Network Learning , 2008, ICAISC.

[14]  Jaroslaw Bilski,et al.  Parallel Realisation of the Recurrent Multi Layer Perceptron Learning , 2012, ICAISC.