-
2
-
-
0031236925
-
Asymptotic statistical theory of overtraining and cross-validation
-
S. Amari, N. Murata, K.R. Muller, M. Finke and H.H. Yang, "Asymptotic statistical theory of overtraining and cross-validation", IEEE Trans. Neural Net., 8, pp. 985-996, 1997.
-
(1997)
IEEE Trans. Neural Net
, vol.8
, pp. 985-996
-
-
Amari, S.1
Murata, N.2
Muller, K.R.3
Finke, M.4
Yang, H.H.5
-
4
-
-
34548320759
-
Reducing network depth in the cascade-correlation
-
Technical Report CMU-CS-94-209, Carnegie Mellon University
-
S. Baluja and S.E.Fahlman, "Reducing network depth in the cascade-correlation". Technical Report CMU-CS-94-209, Carnegie Mellon University (1994).
-
(1994)
-
-
Baluja, S.1
Fahlman, S.E.2
-
5
-
-
0012113247
-
The developmental course of distance, time, and velocity concepts: A generative connectionist model
-
1, pp
-
D. Buckingham and T.R. Shultz, 'The developmental course of distance, time, and velocity concepts: a generative connectionist model", J. Cognit. Dev., 1, pp. 305-345, 2000.
-
(2000)
J. Cognit. Dev
, pp. 305-345
-
-
Buckingham, D.1
Shultz, T.R.2
-
6
-
-
33745800669
-
An information theory analysis of visual complexity and dissimilarity
-
D.C Donderi, "An information theory analysis of visual complexity and dissimilarity", Perception, 35, pp. 823-835, 2006.
-
(2006)
Perception
, vol.35
, pp. 823-835
-
-
Donderi, D.C.1
-
7
-
-
15844403462
-
Compressed file length predicts search time anderrors on visual displays
-
D.C. Donderi and S. McFadden, "Compressed file length predicts search time anderrors on visual displays", Displays, 26, pp. 71-78, 2005.
-
(2005)
Displays
, vol.26
, pp. 71-78
-
-
Donderi, D.C.1
McFadden, S.2
-
8
-
-
0029699806
-
Improving the speed of some constructive algorithms by using a locking detection mechanism
-
S. Draghici, "Improving the speed of some constructive algorithms by using a locking detection mechanism", Neural Net. World, 6, pp. 563-575, 1996.
-
(1996)
Neural Net. World
, vol.6
, pp. 563-575
-
-
Draghici, S.1
-
9
-
-
2142796735
-
The constraint based decomposition (CBD) training architecture
-
S. Draghici, "The constraint based decomposition (CBD) training architecture", Neural Net., 14, pp. 527-550, 2001.
-
(2001)
Neural Net
, vol.14
, pp. 527-550
-
-
Draghici, S.1
-
10
-
-
0003000735
-
Faster-learning variations on back-propagation: An empirical study
-
T.J. Sejnowski, G.E. Hinton and D.S. Touretzky, Eds, San Mateo, CA: Morgan Kaufmann
-
S.E. Fahlman, "Faster-learning variations on back-propagation: an empirical study", in Proceedings of the 1988 Connectionist Models Summer School, T.J. Sejnowski, G.E. Hinton and D.S. Touretzky, Eds, San Mateo, CA: Morgan Kaufmann, 1988.
-
(1988)
Proceedings of the 1988 Connectionist Models Summer School
-
-
Fahlman, S.E.1
-
11
-
-
0000155950
-
The cascade-correlation learning architecture
-
D.S. Touretzky, Ed, Los Altos, CA: Morgan Kaufmann
-
S.E. Fahlman and C. Lebiere, "The cascade-correlation learning architecture", in Advances in Neural Information Pmcessing Systems 2, D.S. Touretzky, Ed., Los Altos, CA: Morgan Kaufmann, 1990, pp. 524-532.
-
(1990)
Advances in Neural Information Pmcessing Systems 2
, pp. 524-532
-
-
Fahlman, S.E.1
Lebiere, C.2
-
12
-
-
0000783575
-
The upstart algorithm: A method for constructing and training feedforward neural networks
-
M. Frean, "The upstart algorithm: a method for constructing and training feedforward neural networks", Neural Comput., 2, pp. 198-209, 1990.
-
(1990)
Neural Comput
, vol.2
, pp. 198-209
-
-
Frean, M.1
-
13
-
-
0001278373
-
Controlled growth of cascade-correlation nets
-
L.K. Hansen and M.W. Pedersen, "Controlled growth of cascade-correlation nets", in Proceedings of ICANN, 1994, pp. 797-800.
-
(1994)
Proceedings of ICANN
, pp. 797-800
-
-
Hansen, L.K.1
Pedersen, M.W.2
-
14
-
-
0030108039
-
The cascade-correlation learning: A projection pursuit learning perspective
-
J. Hwang, S. You, S. Lay and I. Jou, "The cascade-correlation learning: a projection pursuit learning perspective", IEEE Trans. Neural Net., 7, pp. 278-289, 1996.
-
(1996)
IEEE Trans. Neural Net
, vol.7
, pp. 278-289
-
-
Hwang, J.1
You, S.2
Lay, S.3
Jou, I.4
-
15
-
-
34548329012
-
Limited fan-in random, wired cascade-correlation
-
Munich, IBM Research Division, Physics Group
-
H. Klagges and M. Soegtrop, "Limited fan-in random, wired cascade-correlation", Neuroprose Archive, Munich, IBM Research Division, Physics Group (1992).
-
(1992)
Neuroprose Archive
-
-
Klagges, H.1
Soegtrop, M.2
-
16
-
-
0036825537
-
Evaluation of constructive neural networks with cascaded architectures
-
J.J.T. Lahnajarvi, M.I. Lehtokangas and J.P.P. Saarinen, "Evaluation of constructive neural networks with cascaded architectures", Neurocomputing, 48, pp. 573-607, 2002.
-
(2002)
Neurocomputing
, vol.48
, pp. 573-607
-
-
Lahnajarvi, J.J.T.1
Lehtokangas, M.I.2
Saarinen, J.P.P.3
-
17
-
-
0031370144
-
Lessons in neural network training: Overfitting may be harder than expected
-
S. Lawrence, C.L. Giles and A.C. Tsoi, "Lessons in neural network training: overfitting may be harder than expected", in Proceedings of the Fourteenth National Conference on Artificial Intelligence, AAA1-97, 1997a, pp. 540-545.
-
(1997)
Proceedings of the Fourteenth National Conference on Artificial Intelligence, AAA1-97
, pp. 540-545
-
-
Lawrence, S.1
Giles, C.L.2
Tsoi, A.C.3
-
18
-
-
0031276492
-
On the distribution of performance from multiple neural network trials
-
S. Lawrence, A.D. Back, A.C. Tsoi and C.L. Giles, "On the distribution of performance from multiple neural network trials", IEEE Trans. Neural Net., 8, pp. 1507-1517, 1997b.
-
(1997)
IEEE Trans. Neural Net
, vol.8
, pp. 1507-1517
-
-
Lawrence, S.1
Back, A.D.2
Tsoi, A.C.3
Giles, C.L.4
-
19
-
-
0013220124
-
Generalization abilities of cascade network architectures
-
S.J. Hanson, J. Cowan and C.L. Giles, Eds, Los Altos, CA: Morgan Kaufmann
-
E. Littmann and H. Ritter, "Generalization abilities of cascade network architectures", in Advances in Neural Information Processing System. 5, S.J. Hanson, J. Cowan and C.L. Giles, Eds, Los Altos, CA: Morgan Kaufmann, 1993, pp. 188-195.
-
(1993)
Advances in Neural Information Processing System. 5
, pp. 188-195
-
-
Littmann, E.1
Ritter, H.2
-
20
-
-
36149031331
-
Learning feedforward networks: The tiling algorithm
-
M. Mezard and J. Nadal, "Learning feedforward networks: the tiling algorithm", J. Phys. A: Math. Gen., 22, pp. 2191-2203, 1989.
-
(1989)
J. Phys. A: Math. Gen
, vol.22
, pp. 2191-2203
-
-
Mezard, M.1
Nadal, J.2
-
21
-
-
0033742041
-
Constructive neural network learning algorithms for pattern classification
-
R. Parekh, J. Yang and V. Honavar, "Constructive neural network learning algorithms for pattern classification", IEEE Trans. Neural Net., 11, pp. 436-451, 2000.
-
(2000)
IEEE Trans. Neural Net
, vol.11
, pp. 436-451
-
-
Parekh, R.1
Yang, J.2
Honavar, V.3
-
22
-
-
0347029918
-
Improving generalization performance of natural gradient learning using optimized regularization by NIC
-
H. Park, N. Murata and S. Amari, "Improving generalization performance of natural gradient learning using optimized regularization by NIC", Neural Comput, 16, pp. 355-382, 2004.
-
(2004)
Neural Comput
, vol.16
, pp. 355-382
-
-
Park, H.1
Murata, N.2
Amari, S.3
-
23
-
-
0028538768
-
Connectivity and performance tradeoffs in the cascade correlation learning architecture
-
D.S. Phatak and I. Koren, "Connectivity and performance tradeoffs in the cascade correlation learning architecture", IEEE Trans. Neural Net., 5, pp. 930-935, 1994.
-
(1994)
IEEE Trans. Neural Net
, vol.5
, pp. 930-935
-
-
Phatak, D.S.1
Koren, I.2
-
24
-
-
0004042458
-
PROBENl - a set of neural network benchmark, problems and benchmarking rules
-
Technical Report, Karlsruhe, Germany
-
L. Prechelt, "PROBENl - a set of neural network benchmark, problems and benchmarking rules". Technical Report, Karlsruhe, Germany (1994).
-
(1994)
-
-
Prechelt, L.1
-
25
-
-
0031193357
-
Investigation of the CasCor family of learning algorithms
-
L. Prechelt, "Investigation of the CasCor family of learning algorithms", Neural Net., 10, pp. 885-896, 1997.
-
(1997)
Neural Net
, vol.10
, pp. 885-896
-
-
Prechelt, L.1
-
26
-
-
0035388101
-
Neural network, design for engineering applications
-
M.Y. Rafiq, G. Bugmann and D.J. Easterbrook, "Neural network, design for engineering applications", Comput. Struct., 79, pp. 1541-1552, 2001.
-
(2001)
Comput. Struct
, vol.79
, pp. 1541-1552
-
-
Rafiq, M.Y.1
Bugmann, G.2
Easterbrook, D.J.3
-
27
-
-
0027809638
-
Divide and conquer neural networks
-
S.G. Romaniuk and L.O. Hall, "Divide and conquer neural networks", Neural Net., 6, pp. 1105-1116, 1993.
-
(1993)
Neural Net
, vol.6
, pp. 1105-1116
-
-
Romaniuk, S.G.1
Hall, L.O.2
-
28
-
-
0004069068
-
-
D. Saad Ed, Cambridge: Cambridge University Press
-
D. Saad (Ed.), On-line Learning in Neural Networks, Cambridge: Cambridge University Press, 1999.
-
(1999)
On-line Learning in Neural Networks
-
-
-
31
-
-
34548306320
-
-
Oxford University Press
-
Oxford University Press, 2006, pp. 61-86.
-
(2006)
, pp. 61-86
-
-
-
32
-
-
0028463710
-
Modeling cognitive development on balance scale phenomena
-
T.R. Shultz, D. Mareschal and W.C Schmidt, "Modeling cognitive development on balance scale phenomena", Machine Learn., 16, pp. 57-86, 1994.
-
(1994)
Machine Learn
, vol.16
, pp. 57-86
-
-
Shultz, T.R.1
Mareschal, D.2
Schmidt, W.C.3
-
33
-
-
34447315744
-
Why let networks grow?
-
D. Mareschal, S. Sirois, G. Westermann and M.H. Johnson, Eds, Oxford: Oxford University Press
-
T.R. Shultz, S.P. Mysore and S.R. Quartz, "Why let networks grow?", in Newoconstmctivism: Perspectives and Prospects, Vol. 2, D. Mareschal, S. Sirois, G. Westermann and M.H. Johnson, Eds, Oxford: Oxford University Press, 2007, pp. 65-98.
-
(2007)
Newoconstmctivism: Perspectives and Prospects
, vol.2
, pp. 65-98
-
-
Shultz, T.R.1
Mysore, S.P.2
Quartz, S.R.3
-
34
-
-
0035536720
-
Knowledge-based cascade-correlation: Using knowledge to speed learning
-
T.R. Shultz and R Rivest, "Knowledge-based cascade-correlation: using knowledge to speed learning", Connection Sci, 13, pp. 43-72, 2001.
-
(2001)
Connection Sci
, vol.13
, pp. 43-72
-
-
Shultz, T.R.1
Rivest, R.2
-
35
-
-
2542592600
-
A conceptual approach to generalization in dynamic neural networks
-
PhD thesis, Aarhus University
-
S. Sjogaard, "A conceptual approach to generalization in dynamic neural networks". PhD thesis, Aarhus University (1991).
-
(1991)
-
-
Sjogaard, S.1
-
36
-
-
0029531297
-
Network analyses: The case of first and second person pronouns
-
Y. Takane, Y. Oshima-Takane and T.R. Shultz, "Network analyses: the case of first and second person pronouns", in Proceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics, 1995, pp. 3594-3599.
-
(1995)
Proceedings of the 1995 IEEE International Conference on Systems, Man and Cybernetics
, pp. 3594-3599
-
-
Takane, Y.1
Oshima-Takane, Y.2
Shultz, T.R.3
-
39
-
-
0029263319
-
Prior knowledge and functionally relevant features in concept learning
-
E.J. Wisniewski, "Prior knowledge and functionally relevant features in concept learning", J. Exp. Psychol: Learn. Mem. Cognit., 21, pp. 449-468, 1995.
-
(1995)
J. Exp. Psychol: Learn. Mem. Cognit
, vol.21
, pp. 449-468
-
-
Wisniewski, E.J.1
|