The nature of statistical learning theory
The nature of statistical learning theory
A Complex-Valued RTRL Algorithm for Recurrent Neural Networks
Neural Computation
A constructive algorithm for training cooperative neural network ensembles
IEEE Transactions on Neural Networks
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With the aim to study the faults diagnosis ability of the BPNN and the RBFNN, many experiments are done to test the learning ability, the diagnosis ability and the anti-noise ability. The analysis shows the RBFNN has better learning ability and anti-noise ability than the BPNN. However, in the process of concurrent faults diagnosis, both have bad recognition rate. A realistic application verifies the single neural network can not used for metallurgic fan machinery faults diagnosis.