Wavelets based neural network for function approximation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3971 LNCS, Issue , 2006, Pages 80-85

  Fang, Yong ^a   Chow, Tommy W S ^b  

^a SHANGHAI UNIVERSITY   (China)

^b CITY UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

ABILITY TESTING; ALGORITHMS; APPROXIMATION THEORY; ERRORS; NONLINEAR EQUATIONS;

ACTIVATION FUNCTION; FUNCTION APPROXIMATION CAPABILITY; NETWORKS TRAINING PROCESS; WAVELETS;

NEURAL NETWORKS;

EID: 33745912981     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11759966_12     Document Type: Conference Paper

References (9)

1. Zhang, Q., Benveniste, A.: Wavelet Networks. IEEE Trans. on Neural Networks 3(1992) 889-898
2. Yamakawa, T., Uchino, E., Samatsu, T.: Wavelet Neural Networks Employing Over-complete Number of Compactly Supported Non-orthogonal Wavelete and Their Applications. IEEE Int. Conf. on Neural Network 1(1994) 1391-1396
3. Pati, Y. C., Krishnaprasad, P.S.: Analysis and Synthesis of Feedforward Neural Networks Using Discrete Affine Wavelet Transformations. IEEE Trans. on Neural Networks 4(1993) 73-85
4. Daubechies, I.: The Wavelet Transform, Time-frequency Localization and Signal Analysis. IEEE Trans. on Information Theory 36(1990) 961-1005
5. Zhang, J., Walter, G.G., Miao, Y., Wayne, W.N.: Zhang, Q., Benveniste, A.: Wavelet Neural Networks for Function Learning. IEEE Trans. on Signal Processing 43(195) 1485-1496
6. Daubechies, I, Ten Lectures on Wavelets. Philadelphia, PA: SIAM Press(1992)
7. Kugarajah, T. Zhang, Q.: Multidimensional Wavelet Frames. IEEE Trans. on Neural Networks 6(19995) 1552-1556
8. Chen, T., Chen, H.: Approximarions of Continuous Functionals by Neural Networks with Application to Dynamic System. IEEE Trans. on Neural Networks 4(1993) 910-918
9. Chow, T.W.S., Fang, Y.: Two-dimensional Learning Strategy for Multiplayer Feedforward Neural Network. Neurcomputing 34(2000) 195-206