-
1
-
-
0032162942
-
Noisy Recurrent Neural Networks: The discrete-time case
-
O. Olurotimi and S. Das, "Noisy Recurrent Neural Networks: The discrete-time case," IEEE Trans. Neural Networks, vol. 9, pp. XXX, 1998.
-
(1998)
IEEE Trans. Neural Networks
, vol.9
-
-
Olurotimi, O.1
Das, S.2
-
2
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
K. Hornik, M. Stinchcombe, and H. White, "Multilayer feedforward networks are universal approximators," Neural Networks, vol. 2, pp. 359-366, 1989.
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
3
-
-
0025627940
-
Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks
-
_, "Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks," Neural Networks, vol. 3, pp. 551-560, 1990.
-
(1990)
Neural Networks
, vol.3
, pp. 551-560
-
-
-
4
-
-
0027154319
-
Approximation of dynamical systems by continuous-time RNN's
-
K.-I. Funahashi and Y. Nakamura, "Approximation of dynamical systems by continuous-time RNN's," Neural Networks, vol. 6, pp. 801-806, 1993.
-
(1993)
Neural Networks
, vol.6
, pp. 801-806
-
-
Funahashi, K.-I.1
Nakamura, Y.2
-
5
-
-
33747726235
-
NIPS'95 workshop: Neural networks for signal processing
-
Dec.
-
"NIPS'95 workshop: Neural networks for signal processing," in Advances in Neural Information Processing Syst. 7, Dec. 1995.
-
(1995)
Advances in Neural Information Processing Syst.
, vol.7
-
-
-
6
-
-
0026626377
-
Comparison of four neural net learning methods for dynamic system identification
-
Jan.
-
S.-Z. Qin, H.-T. Su, and T. J. McAvoy, "Comparison of four neural net learning methods for dynamic system identification," IEEE Trans. Neural Networks, vol. 3, pp. 122-130, Jan. 1992.
-
(1992)
IEEE Trans. Neural Networks
, vol.3
, pp. 122-130
-
-
Qin, S.-Z.1
Su, H.-T.2
McAvoy, T.J.3
-
7
-
-
0001327717
-
Learning and extracting finite state automata with second-order recurrent neural networks
-
C. L. Giles, C. B. Miller, D. Chen, H. H. Chen, G. Z. Sun, and Y. C. Lee, "Learning and extracting finite state automata with second-order recurrent neural networks," Neural Comput., vol. 4, pp. 393-405, 1992.
-
(1992)
Neural Comput.
, vol.4
, pp. 393-405
-
-
Giles, C.L.1
Miller, C.B.2
Chen, D.3
Chen, H.H.4
Sun, G.Z.5
Lee, Y.C.6
-
8
-
-
0000903748
-
Generalization of backpropagation with application to a recurrent gas market model
-
P. J. Werbos, "Generalization of backpropagation with application to a recurrent gas market model," Neural Networks, vol. 1, pp. 339-356, 1988.
-
(1988)
Neural Networks
, vol.1
, pp. 339-356
-
-
Werbos, P.J.1
-
9
-
-
0001202594
-
A learning algorithm for continually running fully recurrent neural networks
-
R. J. Williams and D. Zipser, "A learning algorithm for continually running fully recurrent neural networks," Neural Comput., vol. 1, pp. 270-280, 1989.
-
(1989)
Neural Comput.
, vol.1
, pp. 270-280
-
-
Williams, R.J.1
Zipser, D.2
-
10
-
-
0001414608
-
Generalization of backpropagation to recurrent and higher order neural networks
-
D. Z. Anderson, Ed. New York: Amer. Inst. Phys.
-
F. J. Pineda, "Generalization of backpropagation to recurrent and higher order neural networks," in Neural Inform. Processing Syst., D. Z. Anderson, Ed. New York: Amer. Inst. Phys., 1988, pp. 602-611.
-
(1988)
Neural Inform. Processing Syst.
, pp. 602-611
-
-
Pineda, F.J.1
-
11
-
-
0001202597
-
Learning state-space trajectories in recurrent neural networks
-
B. A. Pearlmutter, "Learning state-space trajectories in recurrent neural networks," Neural Comput., vol. 1, pp. 263-269, 1989.
-
(1989)
Neural Comput.
, vol.1
, pp. 263-269
-
-
Pearlmutter, B.A.1
-
12
-
-
0026685372
-
Learning a trajectory using adjoint functions and teacher forcing
-
N. B. Toomarian and J. Barhen, "Learning a trajectory using adjoint functions and teacher forcing," Neural Networks, vol. 5, pp. 473-484, 1992.
-
(1992)
Neural Networks
, vol.5
, pp. 473-484
-
-
Toomarian, N.B.1
Barhen, J.2
-
13
-
-
0028400379
-
RNN training with feedforward complexity
-
Mar.
-
O. Olurotimi, "RNN training with feedforward complexity," IEEE Trans. Neural Networks, vol. 5, pp. 185-197, Mar. 1994.
-
(1994)
IEEE Trans. Neural Networks
, vol.5
, pp. 185-197
-
-
Olurotimi, O.1
-
14
-
-
0028543249
-
Hopfield net generation, encoding and classification of temporal trajectories
-
Nov.
-
H. Bersini, M. Saerens, and L. G. Sotelino, "Hopfield net generation, encoding and classification of temporal trajectories," IEEE Trans. Neural Networks, vol. 5, pp. 945-953, Nov. 1994.
-
(1994)
IEEE Trans. Neural Networks
, vol.5
, pp. 945-953
-
-
Bersini, H.1
Saerens, M.2
Sotelino, L.G.3
-
15
-
-
85153946564
-
Effects of noise on convergence and generalization in recurrent networks
-
San Mateo, CA: Morgan Kaufmann
-
K. Jim, B. G. Horne, and C. L. Giles, "Effects of noise on convergence and generalization in recurrent networks," in Advances in Neural Inform. Processing Syst. 7. San Mateo, CA: Morgan Kaufmann, 1995, pp. 649-656.
-
(1995)
In Advances in Neural Inform. Processing Syst. 7
, pp. 649-656
-
-
Jim, K.1
Horne, B.G.2
Giles, C.L.3
-
16
-
-
0029306953
-
Similarities of error regularization, sigmoid gain scaling, target smoothing, and training with jitter
-
May
-
R. Reed, R. J. Marks, II, and S. Oh, "Similarities of error regularization, sigmoid gain scaling, target smoothing, and training with jitter," IEEE Trans. Neural Networks, vol. 6, pp. 529-538, May 1995.
-
(1995)
IEEE Trans. Neural Networks
, vol.6
, pp. 529-538
-
-
Reed, R.1
Marks II, R.J.2
Oh, S.3
-
17
-
-
33747706460
-
Stochastic neural networks
-
E. Wong, "Stochastic neural networks," Algorithmica, vol. 6, pp. 466-478, 1992.
-
(1992)
Algorithmica
, vol.6
, pp. 466-478
-
-
Wong, E.1
-
18
-
-
0027553028
-
Computing association probabilities using parallel Boltzmann machines
-
Mar.
-
R. A. Iltis and P.-Y. Ting, "Computing association probabilities using parallel Boltzmann machines," IEEE Trans. Neural Networks, vol. 4, pp. 221-233, Mar. 1993.
-
(1993)
IEEE Trans. Neural Networks
, vol.4
, pp. 221-233
-
-
Iltis, R.A.1
Ting, P.-Y.2
-
20
-
-
33747691390
-
An analog diffusion network architecture for solving data association problems in multitarget tracking
-
Apr.
-
P.-Y. Ting and R. A. Iltis, "An analog diffusion network architecture for solving data association problems in multitarget tracking," SPIE Proc., vol. 1709, pp. 326-337, Apr. 1992.
-
(1992)
SPIE Proc.
, vol.1709
, pp. 326-337
-
-
Ting, P.-Y.1
Iltis, R.A.2
-
21
-
-
33747693480
-
Synaptic noise in dynamically-driven recurrent neural networks: Convergence and generalization
-
to appear
-
K. Jim, C. L. Giles, and B. G. Home, "Synaptic noise in dynamically-driven recurrent neural networks: Convergence and generalization," IEEE Trans. Neural Networks, to appear.
-
IEEE Trans. Neural Networks
-
-
Jim, K.1
Giles, C.L.2
Home, B.G.3
-
22
-
-
0025401954
-
Unsupervised learning in noise
-
Mar.
-
B. Kosko, "Unsupervised learning in noise," IEEE Trans. Neural Networks, vol. 1, pp. 44-57, Mar. 1990.
-
(1990)
IEEE Trans. Neural Networks
, vol.1
, pp. 44-57
-
-
Kosko, B.1
-
23
-
-
0026186550
-
Structural stability of unsupervised learning in feedback neural networks
-
July
-
_, "Structural stability of unsupervised learning in feedback neural networks," IEEE Trans. Automat. Contr., vol. 36, pp. 785-792, July 1991.
-
(1991)
IEEE Trans. Automat. Contr.
, vol.36
, pp. 785-792
-
-
-
24
-
-
0027541618
-
A counter example in stochastic stability of feedback neural networks
-
Feb.
-
D. A. Castanon, "A counter example in stochastic stability of feedback neural networks," IEEE Trans. Automat. Contr., vol. 38, pp. 378-380, Feb. 1993.
-
(1993)
IEEE Trans. Automat. Contr.
, vol.38
, pp. 378-380
-
-
Castanon, D.A.1
-
26
-
-
0028464634
-
Filtering, prediction, and learning properties of ECE neural networks
-
July
-
E. B. Kosmatopoulos and M. A. Christodoulou, "Filtering, prediction, and learning properties of ECE neural networks," IEEE Trans. Syst., Man, Cybern., vol. 34, pp. 971-981, July 1994.
-
(1994)
IEEE Trans. Syst., Man, Cybern.
, vol.34
, pp. 971-981
-
-
Kosmatopoulos, E.B.1
Christodoulou, M.A.2
-
27
-
-
0029376281
-
Structural properties of gradient recurrent high-order neural networks
-
Sept.
-
E. B. Kosmatopoulos and M. A. Christodoulou, "Structural properties of gradient recurrent high-order neural networks," IEEE Trans. Circuits Syst. II, vol. 42, pp. 592-603, Sept. 1995.
-
(1995)
IEEE Trans. Circuits Syst. II
, vol.42
, pp. 592-603
-
-
Kosmatopoulos, E.B.1
Christodoulou, M.A.2
-
28
-
-
0025745927
-
High-order absolutely stable neural networks
-
Jan.
-
A. Dembo, O. Olurotimi (Farotimi), and T. Kailath, "High-order absolutely stable neural networks," IEEE Trans. Circuits Syst., vol. 38, Jan. 1991.
-
(1991)
IEEE Trans. Circuits Syst.
, vol.38
-
-
Dembo, A.1
Olurotimi, O.2
Kailath, T.3
-
29
-
-
40649128119
-
Nonlinear neural networks: Principles, mechanisms, and architectures
-
S. Grossberg, "Nonlinear neural networks: Principles, mechanisms, and architectures," Neural Networks, vol. 1, pp. 17-61, 1988.
-
(1988)
Neural Networks
, vol.1
, pp. 17-61
-
-
Grossberg, S.1
-
32
-
-
0020970741
-
Absolute stability of global pattern formation and parallel memory storage by competitive neural networks
-
M. A. Cohen and S. Grossberg, "Absolute stability of global pattern formation and parallel memory storage by competitive neural networks," IEEE Trans. Syst., Man, Cybern, vol. SMC-13, pp. 815-826, 1983.
-
(1983)
IEEE Trans. Syst., Man, Cybern
, vol.SMC-13
, pp. 815-826
-
-
Cohen, M.A.1
Grossberg, S.2
-
35
-
-
0004178386
-
-
Englewood Cliffs, NJ: Prentice-Hall, Inc.
-
H. Khalil, Nonlinear Systems. Englewood Cliffs, NJ: Prentice-Hall, Inc., 1996.
-
(1996)
Nonlinear Systems
-
-
Khalil, H.1
-
36
-
-
0003728020
-
-
Englewood Cliffs, NJ: Prentice-Hall
-
W. J. Rugh, Linear System Theory. Englewood Cliffs, NJ: Prentice-Hall, 1996.
-
(1996)
Linear System Theory
-
-
Rugh, W.J.1
-
37
-
-
0003792312
-
-
Englewood Cliffs, NJ: Prentice-Hall
-
T. Kailath, Linear Systems. Englewood Cliffs, NJ: Prentice-Hall, 1980.
-
(1980)
Linear Systems
-
-
Kailath, T.1
-
42
-
-
0029375851
-
Gradient calculations for dynamic recurrent neural networks: A survey
-
Sept.
-
B. A. Pearlmutter, "Gradient calculations for dynamic recurrent neural networks: A survey," IEEE Trans. Neural Networks, vol. 6, pp. 1212-1228, Sept. 1995.
-
(1995)
IEEE Trans. Neural Networks
, vol.6
, pp. 1212-1228
-
-
Pearlmutter, B.A.1
-
43
-
-
0025399567
-
Identification and control of dynamical systems using neural networks
-
Mar.
-
K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks," IEEE Trans. Neural Networks, vol. 1, pp. 4-27, Mar. 1990.
-
(1990)
IEEE Trans. Neural Networks
, vol.1
, pp. 4-27
-
-
Narendra, K.S.1
Parthasarathy, K.2
-
44
-
-
6244252711
-
Temporally continuous vs. clocked networks
-
K. Goldberg and G. A. Bekey, Eds. Boston, MA: Kluwer
-
B. A. Pearlmutter, "Temporally continuous vs. clocked networks," in Neural Networks in Robotics, K. Goldberg and G. A. Bekey, Eds. Boston, MA: Kluwer, 1992, pp. 237-252.
-
(1992)
Neural Networks in Robotics
, pp. 237-252
-
-
Pearlmutter, B.A.1
|