基于串行支持向量分类器的模拟电路故障诊断

[1] The nature of statistical learning theory. Vapnik V N. . 1999

[2] Testing and diagnosis of analog circuits and systems. Liu R W. . 1991

[3] Linear circuit fault diagnosis using neuromorphic analyzers. Spina R. IEEE Trans on Circuits and Systems-Ⅱ: Analog and Digital Signal Processing . 1997

[4] Neural network based analog circuit fault diagnosis using wavelet transform as preprocessor. Aminian M,Aminian F. IEEE Trans on Circuits and Systems-Ⅱ: Analog and Digital Signal Processing . 2000

[5] Applying a robust heteroscedastic probabilitistic neural network to analog fault detection and classification. Yang Z R. IEEE Trans on Circuits and Systems-Ⅱ: Analog and Digital Signal Processing . 2000

[6] Nonlinear components analysis as a kernel eigenvalue problem. Schoelkopf B,Smola A. Neural Computation . 1998

[1] The nature of statistical learning theory. Vapnik V N. . 1999

[2] Testing and diagnosis of analog circuits and systems. Liu R W. . 1991

[3] Linear circuit fault diagnosis using neuromorphic analyzers. Spina R. IEEE Trans on Circuits and Systems-Ⅱ: Analog and Digital Signal Processing . 1997

[4] Neural network based analog circuit fault diagnosis using wavelet transform as preprocessor. Aminian M,Aminian F. IEEE Trans on Circuits and Systems-Ⅱ: Analog and Digital Signal Processing . 2000

[5] Applying a robust heteroscedastic probabilitistic neural network to analog fault detection and classification. Yang Z R. IEEE Trans on Circuits and Systems-Ⅱ: Analog and Digital Signal Processing . 2000

[6] Nonlinear components analysis as a kernel eigenvalue problem. Schoelkopf B,Smola A. Neural Computation . 1998