-
1
-
-
58149460022
-
Single-layered complex-valued neural network for real-valued classification problems
-
Amin, Md. F., & Murase, K. (2009). Single-layered complex-valued neural network for real-valued classification problems. Neurocomputing, 72(4-6), 945-955.
-
(2009)
Neurocomputing
, vol.72
, Issue.4-6
, pp. 945-955
-
-
Amin, M.F.1
Murase, K.2
-
2
-
-
0034850079
-
A complex EKF-RTRL neural network
-
San Francisco: Morgan Kaufmann
-
Coelho, P. H. G. (2001). A complex EKF-RTRL neural network. In Proc. Int. Joint Conf. Neural Networks (pp. 120-125). San Francisco: Morgan Kaufmann.
-
(2001)
Proc. Int. Joint Conf. Neural Networks
, pp. 120-125
-
-
Coelho, P.H.G.1
-
3
-
-
10044261994
-
A complex-valued RTRL algorithm for recurrent neural networks
-
Goh, S. L., & Mandic, D. P. (2004). A complex-valued RTRL algorithm for recurrent neural networks. Neural Computation, 16(12), 2699-2713.
-
(2004)
Neural Computation
, vol.16
, Issue.12
, pp. 2699-2713
-
-
Goh, S.L.1
Mandic, D.P.2
-
4
-
-
34548650146
-
Stochastic gradient-adaptive complex-valued nonlinear neural adaptive filters with a gradient-adaptive step size
-
Goh, S. L., & Mandic, D. P. (2007). Stochastic gradient-adaptive complex-valued nonlinear neural adaptive filters with a gradient-adaptive step size. IEEE Trans. Neural Networks, 18(5), 1511-1516.
-
(2007)
IEEE Trans. Neural Networks
, vol.18
, Issue.5
, pp. 1511-1516
-
-
Goh, S.L.1
Mandic, D.P.2
-
5
-
-
0029732480
-
Optimal convergence of on-line backpropagation
-
Gori, M., & Maggini, M. (1996) Optimal convergence of on-line backpropagation. IEEE Trans. Neural Networks, 17, (1), 251-254.
-
(1996)
IEEE Trans. Neural Networks
, vol.17
, Issue.1
, pp. 251-254
-
-
Gori, M.1
Maggini, M.2
-
6
-
-
0141988752
-
A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters
-
Hanna, A. I., &Mandic, D. P. (2003). A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters. IEEE Trans. Signal Processing, 51(10), 2540-2549.
-
(2003)
IEEE Trans. Signal Processing
, vol.51
, Issue.10
, pp. 2540-2549
-
-
Hanna, A.I.1
Mandic, D.P.2
-
8
-
-
0028401391
-
Training fully recurrent neural networks with complex weights
-
Kechriotis, G., & Manolakos, E. S. (1994). Training fully recurrent neural networks with complex weights. IEEE Trans. Circuits and Systems-II: Analog and Digital Signal Processing, 41(3), 235-238.
-
(1994)
IEEE Trans. Circuits and Systems-II: Analog and Digital Signal Processing
, vol.41
, Issue.3
, pp. 235-238
-
-
Kechriotis, G.1
Manolakos, E.S.2
-
9
-
-
0026219227
-
The complex backpropagation algorithm
-
Leung, H., & Haykin, S. (1991). The complex backpropagation algorithm. IEEE Trans. Signal Processing, 39(9), 2101-2104.
-
(1991)
IEEE Trans. Signal Processing
, vol.39
, Issue.9
, pp. 2101-2104
-
-
Leung, H.1
Haykin, S.2
-
10
-
-
0442279696
-
A generalized normalized gradient descent algorithm
-
Mandic, D. P. (2004). A generalized normalized gradient descent algorithm. IEEE Signal Processing Letters, 11(2), 115-118.
-
(2004)
IEEE Signal Processing Letters
, vol.11
, Issue.2
, pp. 115-118
-
-
Mandic, D.P.1
-
13
-
-
0035517867
-
A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size
-
Mandic, D. P., Hanna, A. I., & Razaz, M. (2001). A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size. IEEE Signal Processing Letters, 8(11), 295-297.
-
(2001)
IEEE Signal Processing Letters
, vol.8
, Issue.11
, pp. 295-297
-
-
Mandic, D.P.1
Hanna, A.I.2
Razaz, M.3
-
15
-
-
0016494934
-
The complex LMS algorithm
-
Widrow, B., McCool, J., & Ball, M. (1975). The complex LMS algorithm. Proc. IEEE, 63, 712-720.
-
(1975)
Proc. IEEE
, vol.63
, pp. 712-720
-
-
Widrow, B.1
McCool, J.2
Ball, M.3
-
16
-
-
0001202594
-
A learning algorithm for continually running fully recurrent neural networks
-
Williams, R. J., & Zipser, D. A. (1989). A learning algorithm for continually running fully recurrent neural networks. Neural Computation, 1(2), 270-280.
-
(1989)
Neural Computation
, vol.1
, Issue.2
, pp. 270-280
-
-
Williams, R.J.1
Zipser, D.A.2
-
17
-
-
19344362900
-
Deterministic convergence of an online gradient method for BP neural networks
-
Wu, W., Feng, G. R., Li, Z. X., & Xu, Y. S. (2005). Deterministic convergence of an online gradient method for BP neural networks. IEEE Trans. Neural Networks, 16(3), 533-540.
-
(2005)
IEEE Trans. Neural Networks
, vol.16
, Issue.3
, pp. 533-540
-
-
Wu, W.1
Feng, G.R.2
Li, Z.X.3
Xu, Y.S.4
-
18
-
-
33847148535
-
Strong convergence for gradient methods for BP networks training
-
San Francisco: Morgan Kaufmann
-
Wu, W., Shao, H. M., & Qu, D. (2005). Strong convergence for gradient methods for BP networks training. Proc. Intl. Conf. Neural Networks and Brains (pp. 332-334). San Francisco: Morgan Kaufmann.
-
(2005)
Proc. Intl. Conf. Neural Networks and Brains
, pp. 332-334
-
-
Wu, W.1
Shao, H.M.2
Qu, D.3
-
19
-
-
51849086852
-
Convergence of gradient method for Elman networks
-
Wu, W., Xu, D. P., & Li, Z. X. (2008). Convergence of gradient method for Elman networks. Appl. Math. Mech., 29(9), 1231-1238.
-
(2008)
Appl. Math. Mech.
, vol.29
, Issue.9
, pp. 1231-1238
-
-
Wu, W.1
Xu, D.P.2
Li, Z.X.3
-
20
-
-
48549095370
-
Convergence of gradient method with momentum for back-propagation neural networks
-
Wu, W., Zhang, N. M., Li, Z. X., Li, L., & Liu, Y. (2008). Convergence of gradient method with momentum for back-propagation neural networks. J. Comput.Math., 26(4), 613-623.
-
(2008)
J. Comput. Math.
, vol.26
, Issue.4
, pp. 613-623
-
-
Wu, W.1
Zhang, N.M.2
Li, Z.X.3
Li, L.4
Liu, Y.5
-
21
-
-
36849072477
-
Training pi-sigma network by online gradient algorithm with penalty for small weight update
-
Xiong, Y., Wu, W., Kang, X., & Zhang, C. (2007). Training pi-sigma network by online gradient algorithm with penalty for small weight update. Neural Computation, 19(12), 3356-3368.
-
(2007)
Neural Computation
, vol.19
, Issue.12
, pp. 3356-3368
-
-
Xiong, Y.1
Wu, W.2
Kang, X.3
Zhang, C.4
-
22
-
-
70350304153
-
Convergence of gradient method for a fully recurrent neural network
-
Xu, D. P., Li, Z. X., & Wu, W. (2010). Convergence of gradient method for a fully recurrent neural network. Soft Computing, 14(3), 245-250.
-
(2010)
Soft Computing
, vol.14
, Issue.3
, pp. 245-250
-
-
Xu, D.P.1
Li, Z.X.2
Wu, W.3
-
23
-
-
52149104247
-
Analysis of the initial values in split-complex backpropagation algorithm
-
Yang, S. S., Siu, S., & Ho, C. L. (2008). Analysis of the initial values in split-complex backpropagation algorithm. IEEE Trans. Neural Networks, 19(9), 1564-1573.
-
(2008)
IEEE Trans. Neural Networks
, vol.19
, Issue.9
, pp. 1564-1573
-
-
Yang, S.S.1
Siu, S.2
Ho, C.L.3
-
24
-
-
55949129099
-
Convergence of BP algorithm for product unit neural networks with exponential weights
-
Zhang, C., Wu, W., Chen, X. H., & Xiong, Y. (2008). Convergence of BP algorithm for product unit neural networks with exponential weights. Neurocomputing, 72(1-3), 513-520.
-
(2008)
Neurocomputing
, vol.72
, Issue.1-3
, pp. 513-520
-
-
Zhang, C.1
Wu, W.2
Chen, X.H.3
Xiong, Y.4
-
25
-
-
67649385962
-
Boundedness and convergence of online gradient method with penalty for feedforward neural networks
-
Zhang, H. S., Wu, W., Liu, F., & Yao, M. C. (2009). Boundedness and convergence of online gradient method with penalty for feedforward neural networks. IEEE Trans. Neural Networks, 20(6), 1050-1054.
-
(2009)
IEEE Trans. Neural Networks
, vol.20
, Issue.6
, pp. 1050-1054
-
-
Zhang, H.S.1
Wu, W.2
Liu, F.3
Yao, M.C.4
-
26
-
-
77951469146
-
Convergence of an online split-complex gradient algorithm for complex-valued neural networks
-
DOI: 10.1155/2010/829692
-
Zhang, H. S., Xu, D. P., &Wang, Z. P. (2010). Convergence of an online split-complex gradient algorithm for complex-valued neural networks. Discrete Dyn. Nat. Soc., DOI: 10.1155/2010/829692.
-
(2010)
Discrete Dyn. Nat. Soc.
-
-
Zhang, H.S.1
Xu, D.P.2
Wang, Z.P.3
-
27
-
-
66749179902
-
Convergence of batch split-complex backpropagation algorithm for complex-valued neural networks
-
DOI: 10.1155/2009/329173
-
Zhang, H. S., Zhang, C., & Wu, W. (2009). Convergence of batch split-complex backpropagation algorithm for complex-valued neural networks. Discrete Dyn. Nat. Soc., DOI: 10.1155/2009/329173.
-
(2009)
Discrete Dyn. Nat. Soc.
-
-
Zhang, H.S.1
Zhang, C.2
Wu, W.3
|