A new method in determining initial weights of feedforward neural networks for training enhancement
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[1] Timothy Masters,et al. Practical neural network recipes in C , 1993 .
[2] Thierry Denoeux,et al. Initializing back propagation networks with prototypes , 1993, Neural Networks.
[3] S. Osowski,et al. New approach to selection of initial values of weights in neural function approximation , 1993 .
[4] Gene H. Golub,et al. Matrix computations , 1983 .
[5] Sandro Ridella,et al. Statistically controlled activation weight initialization (SCAWI) , 1992, IEEE Trans. Neural Networks.
[6] L. Glass,et al. Oscillation and chaos in physiological control systems. , 1977, Science.
[7] J. F. Shepanski. Fast learning in artificial neural systems: multilayer perceptron training using optimal estimation , 1988, IEEE 1988 International Conference on Neural Networks.
[8] Bernard Widrow,et al. Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights , 1990, 1990 IJCNN International Joint Conference on Neural Networks.
[9] Hisashi Shimodaira,et al. A weight value initialization method for improving learning performance of the backpropagation algorithm in neural networks , 1994, Proceedings Sixth International Conference on Tools with Artificial Intelligence. TAI 94.