## Pipelined Recurrent Fuzzy Neural Networks for Nonlinear Adaptive Speech Prediction

- Dimitris G. Stavrakoudis, Ioannis B. Theocharis
- IEEE Transactions on Systems, Man, and…
- 2007

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@article{Mandic2000OnTC, title={On the choice of parameters of the cost function in nested modular RNN's}, author={Danilo P. Mandic and Jonathon A. Chambers}, journal={IEEE transactions on neural networks}, year={2000}, volume={11 2}, pages={315-22} }

- Published 2000 in IEEE Trans. Neural Netw. Learning Syst.
DOI:10.1109/72.839003

We address the choice of the coefficients in the cost function of a modular nested recurrent neural-network (RNN) architecture, known as the pipelined recurrent neural network (PRNN). Such a network can cope with the problem of vanishing gradient, experienced in prediction with RNN's. Constraints on the coefficients of the cost function, in the form of a vector norm, are considered. Unlike the previous cost function for the PRNN, which included a forgetting factor motivated by the recursive… CONTINUE READING