-
1
-
-
0033369033
-
Exploiting the past and the future in protein secondary structure prediction
-
P. Baldi, S. Brunak, P. Frasconi, G. Pollastri, and G. Soda Exploiting the past and the future in protein secondary structure prediction Bioinformatics 15 11 1999
-
(1999)
Bioinformatics
, vol.15
, Issue.11
-
-
Baldi, P.1
Brunak, S.2
Frasconi, P.3
Pollastri, G.4
Soda, G.5
-
3
-
-
0037928080
-
A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case
-
G. Barreto, A. Araújo, and S.C. Kremer A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case Neural Computation 15 6 2003 1255 1320
-
(2003)
Neural Computation
, vol.15
, Issue.6
, pp. 1255-1320
-
-
Barreto, G.1
Araújo, A.2
Kremer, S.C.3
-
4
-
-
0026898892
-
Quantifying the neighborhood preservation of self-organizing feature maps
-
H.-U. Bauer, and K.R. Pawelzik Quantifying the neighborhood preservation of self-organizing feature maps IEEE Transactions on Neural Networks 3 4 1992 570 579
-
(1992)
IEEE Transactions on Neural Networks
, vol.3
, Issue.4
, pp. 570-579
-
-
Bauer, H.-U.1
Pawelzik, K.R.2
-
5
-
-
0031101545
-
Growing a hypercubical output space in a self-organizing feature map
-
H.-U. Bauer, and T. Villmann Growing a hypercubical output space in a self-organizing feature map IEEE Transactions on Neural Networks 8 2 1997 218 226
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.2
, pp. 218-226
-
-
Bauer, H.-U.1
Villmann, T.2
-
6
-
-
0023561847
-
Convergence theory for fuzzy c-means: Counterexamples and repairs
-
J.C. Bezdek, R.H. Hathaway, M.J. Sabin, and W.T. Tucker Convergence theory for fuzzy c-means: Counterexamples and repairs IEEE Transactions on Systems, Man, and Cybernetics 17 1987 873 877
-
(1987)
IEEE Transactions on Systems, Man, and Cybernetics
, vol.17
, pp. 873-877
-
-
Bezdek, J.C.1
Hathaway, R.H.2
Sabin, M.J.3
Tucker, W.T.4
-
11
-
-
0038604094
-
Towards incremental parsing of natural language using recursive neural networks
-
F. Costa, P. Frasconi, V. Lombardo, and G. Soda Towards incremental parsing of natural language using recursive neural networks Applied Intelligence 19 1-2 2003
-
(2003)
Applied Intelligence
, vol.19
, Issue.12
-
-
Costa, F.1
Frasconi, P.2
Lombardo, V.3
Soda, G.4
-
13
-
-
0037406225
-
Similarity learning for graph-based image representations
-
C. De Mauro, M. Diligenti, M. Gori, and M. Maggini Similarity learning for graph-based image representations Pattern Recognition Letters 24 8 2003 1115 1122
-
(2003)
Pattern Recognition Letters
, vol.24
, Issue.8
, pp. 1115-1122
-
-
De Mauro, C.1
Diligenti, M.2
Gori, M.3
Maggini, M.4
-
15
-
-
0026436795
-
Self-organizing maps, convergence properties, and energy functions
-
E. Erwin, K. Obermayer, and K. Schulten Self-organizing maps, convergence properties, and energy functions Biological Cybernetics 67 1 1992 47 55
-
(1992)
Biological Cybernetics
, vol.67
, Issue.1
, pp. 47-55
-
-
Erwin, E.1
Obermayer, K.2
Schulten, K.3
-
16
-
-
0742301622
-
A spatiotemporal memory based on SOMs with activity diffusion
-
E. Oja S. Kaski Elsevier Amsterdam
-
N.R. Euliano, and J.C. Principe A spatiotemporal memory based on SOMs with activity diffusion E. Oja S. Kaski Kohonen maps 1999 Elsevier Amsterdam
-
(1999)
Kohonen Maps
-
-
Euliano, N.R.1
Principe, J.C.2
-
18
-
-
84961294638
-
Logo recognition by recursive neural networks
-
R. Kasturi K. Tombre Springer Berlin
-
E. Francesconi, P. Frasconi, M. Gori, S. Marinai, J.Q. Sheng, G. Soda, and A. Sperduti Logo recognition by recursive neural networks R. Kasturi K. Tombre Second international workshop on graphics recognition, GREC'97 LNCS 1997 Springer Berlin 104 117
-
(1997)
Second international workshop on graphics recognition, GREC'97 LNCS
, pp. 104-117
-
-
Francesconi, E.1
Frasconi, P.2
Gori, M.3
Marinai, S.4
Sheng, J.Q.5
Soda, G.6
Sperduti, A.7
-
20
-
-
0032165969
-
A general framework for adaptive processing of data structures
-
P. Frasconi, M. Gori, and A. Sperduti A general framework for adaptive processing of data structures IEEE TNN 9 5 1998 768 786
-
(1998)
IEEE TNN
, vol.9
, Issue.5
, pp. 768-786
-
-
Frasconi, P.1
Gori, M.2
Sperduti, A.3
-
23
-
-
0033317370
-
On the implementation of frontier-to-root tree automata in recursive neural networks
-
M. Gori, A. Küchler, and A. Sperduti On the implementation of frontier-to-root tree automata in recursive neural networks IEEE Transactions on Neural Networks 10 1999
-
(1999)
IEEE Transactions on Neural Networks
, vol.10
-
-
Gori, M.1
Küchler, A.2
Sperduti, A.3
-
26
-
-
0038452110
-
A supervised self-organizing map for structured data
-
N. Allison H. Yin L. Allinson J. Slack Springer Berlin
-
M. Hagenbuchner, A.C. Tsoi, and A. Sperduti A supervised self-organizing map for structured data N. Allison H. Yin L. Allinson J. Slack Advances in self-organizing maps 2001 Springer Berlin 21 28
-
(2001)
Advances in Self-organizing Maps
, pp. 21-28
-
-
Hagenbuchner, M.1
Tsoi, A.C.2
Sperduti, A.3
-
27
-
-
0005946863
-
Learning with recurrent neural networks
-
Springer Berlin
-
B. Hammer Learning with recurrent neural networks LNCIS 254 2000 Springer Berlin
-
(2000)
LNCIS 254
-
-
Hammer, B.1
-
28
-
-
0042708923
-
Recurrent networks for structured data - A unifying approach and its properties
-
B. Hammer Recurrent networks for structured data - A unifying approach and its properties Cognitive Systems Research 3 2 2002 145 165
-
(2002)
Cognitive Systems Research
, vol.3
, Issue.2
, pp. 145-165
-
-
Hammer, B.1
-
30
-
-
9144236741
-
A general framework for unsupervised processing of structured data
-
M. Verleysen D-side Publications
-
B. Hammer, A. Micheli, and A. Sperduti A general framework for unsupervised processing of structured data M. Verleysen European symposium on artificial neural networks 2002 D-side Publications 389 394
-
(2002)
European Symposium on Artificial Neural Networks
, pp. 389-394
-
-
Hammer, B.1
Micheli, A.2
Sperduti, A.3
-
31
-
-
1542786232
-
A general framework for unsupervised processing of structured data
-
B. Hammer, A. Micheli, A. Sperduti, and M. Strickert A general framework for unsupervised processing of structured data Neurocomputing 57 2004 3 35
-
(2004)
Neurocomputing
, vol.57
, pp. 3-35
-
-
Hammer, B.1
Micheli, A.2
Sperduti, A.3
Strickert, M.4
-
33
-
-
0042326343
-
Recurrent neural networks with small weights implement definite memory machines
-
B. Hammer, and P. Tino Recurrent neural networks with small weights implement definite memory machines Neural Computation 15 8 2003 1897 1929
-
(2003)
Neural Computation
, vol.15
, Issue.8
, pp. 1897-1929
-
-
Hammer, B.1
Tino, P.2
-
34
-
-
0036791938
-
Generalized relevance learning vector quantization
-
B. Hammer, and T. Villmann Generalized relevance learning vector quantization Neural Networks 15 2002 1059 1068
-
(2002)
Neural Networks
, vol.15
, pp. 1059-1068
-
-
Hammer, B.1
Villmann, T.2
-
35
-
-
0035506768
-
Self-organizing maps, vector quantization, and mixture modeling
-
T. Heskes Self-organizing maps, vector quantization, and mixture modeling IEEE Transactions on Neural Networks 12 2001 1299 1305
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, pp. 1299-1305
-
-
Heskes, T.1
-
37
-
-
85153931963
-
SARDNET: A self-organizing feature map for sequences
-
G. Tesauro D. Touretzky T. Leen MIT Press
-
D.L. James, and R. Miikkulainen SARDNET: A self-organizing feature map for sequences G. Tesauro D. Touretzky T. Leen Advances in neural information processing systems 7 1995 MIT Press 577 584
-
(1995)
Advances in Neural Information Processing Systems 7
, pp. 577-584
-
-
James, D.L.1
Miikkulainen, R.2
-
39
-
-
0035392549
-
Bankruptcy analysis with self-organizing maps in learning metrics
-
S. Kaski Bankruptcy analysis with self-organizing maps in learning metrics IEEE Transactions on Neural Networks 12 2001 936 947
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, pp. 936-947
-
-
Kaski, S.1
-
40
-
-
0001272054
-
Bibliography of self-organizing maps, papers: 1981-1997
-
S. Kaski, J. Kangas, and T. Kohonen Bibliography of self-organizing maps, papers: 1981-1997 Neural Computing Surveys. 1 1998 102 350
-
(1998)
Neural Computing Surveys.
, vol.1
, pp. 102-350
-
-
Kaski, S.1
Kangas, J.2
Kohonen, T.3
-
44
-
-
84902191947
-
Very large two-level SOM for the browsing of newsgroups
-
C. von der Malsburg W. von Seelen J.C. Vorbrüggen B. Sendhoff Springer Berlin
-
T. Kohonen, S. Kaski, K. Lagus, and T. Honkela Very large two-level SOM for the browsing of newsgroups C. von der Malsburg W. von Seelen J.C. Vorbrüggen B. Sendhoff Proceedings of the ICANN96 1996 Springer Berlin 269 274
-
(1996)
Proceedings of the ICANN96
, pp. 269-274
-
-
Kohonen, T.1
Kaski, S.2
Lagus, K.3
Honkela, T.4
-
45
-
-
0036790769
-
How to make large self-organizing maps for nonvectorial data
-
T. Kohonen, and R. Sommervuo How to make large self-organizing maps for nonvectorial data Neural Networks 15 8-9 2002 945 952
-
(2002)
Neural Networks
, vol.15
, Issue.89
, pp. 945-952
-
-
Kohonen, T.1
Sommervuo, R.2
-
47
-
-
0002066465
-
Time series prediction using recurrent SOM with local linear models
-
T. Koskela, M. Varsta, J. Heikkonen, and K. Kaski Time series prediction using recurrent SOM with local linear models International Journal of Knowledge-Based Intelligent Engineering Systems 2 1 1998 60 68
-
(1998)
International Journal of Knowledge-Based Intelligent Engineering Systems
, vol.2
, Issue.1
, pp. 60-68
-
-
Koskela, T.1
Varsta, M.2
Heikkonen, J.3
Kaski, K.4
-
48
-
-
0001117376
-
Spatio-temporal connectionist networks: A taxonomy and review
-
S.C. Kremer Spatio-temporal connectionist networks: A taxonomy and review Neural Computation 13 2 2001 249 306
-
(2001)
Neural Computation
, vol.13
, Issue.2
, pp. 249-306
-
-
Kremer, S.C.1
-
50
-
-
0027632248
-
Neural-gas network for vector quantization and its application to time-series prediction
-
T. Martinetz, S. Berkovich, and K. Schulten Neural-gas network for vector quantization and its application to time-series prediction IEEE Transactions on Neural Networks 4 4 1993 558 569
-
(1993)
IEEE Transactions on Neural Networks
, vol.4
, Issue.4
, pp. 558-569
-
-
Martinetz, T.1
Berkovich, S.2
Schulten, K.3
-
51
-
-
0028204732
-
Topology representing networks
-
T. Martinetz, and K. Schulten Topology representing networks Neural Networks 7 3 1993 507 522
-
(1993)
Neural Networks
, vol.7
, Issue.3
, pp. 507-522
-
-
Martinetz, T.1
Schulten, K.2
-
52
-
-
0030286473
-
Constructing deterministic finite-state automata in recurrent neural networks
-
C.W. Omlin, and C.L. Giles Constructing deterministic finite-state automata in recurrent neural networks Journal of the ACM 43 6 1996 937 972
-
(1996)
Journal of the ACM
, vol.43
, Issue.6
, pp. 937-972
-
-
Omlin, C.W.1
Giles, C.L.2
-
54
-
-
33144489859
-
Prediction of protein topologies using GIOHMMs and GRNNs
-
Pollastri, G., Baldi, P., Vullo, A., & Frasconi, P (2002). Prediction of protein topologies using GIOHMMs and GRNNs. In: Advances of neural information processing systems 2002.
-
(2002)
Advances of Neural Information Processing Systems 2002
-
-
Pollastri, G.1
Baldi, P.2
Vullo, A.3
Frasconi, P.4
-
56
-
-
0002129811
-
Self-organizing maps in non-euclidean spaces
-
E. Oja S. Kaski Springer Berlin
-
H. Ritter Self-organizing maps in non-euclidean spaces E. Oja S. Kaski Kohonen maps 1999 Springer Berlin 97 108
-
(1999)
Kohonen Maps
, pp. 97-108
-
-
Ritter, H.1
-
58
-
-
0002961288
-
On the stationary state of Kohonen's self-organizing sensory mapping
-
H. Ritter, and K. Schulten On the stationary state of Kohonen's self-organizing sensory mapping Biological Cybernetics 54 1 1986 99 106
-
(1986)
Biological Cybernetics
, vol.54
, Issue.1
, pp. 99-106
-
-
Ritter, H.1
Schulten, K.2
-
59
-
-
0036133934
-
Clustering based on conditional distribution in an auxiliary space
-
J. Sinkkonen, and S. Kaski Clustering based on conditional distribution in an auxiliary space Neural Computation 14 2002 217 239
-
(2002)
Neural Computation
, vol.14
, pp. 217-239
-
-
Sinkkonen, J.1
Kaski, S.2
-
60
-
-
84958976030
-
Neural networks for adaptive processing of structured data
-
G. Dorffner H. Bischof K. Hornik Springer Berlin
-
A. Sperduti Neural networks for adaptive processing of structured data G. Dorffner H. Bischof K. Hornik ICANN'2001 2001 Springer Berlin 5 12
-
(2001)
ICANN'2001
, pp. 5-12
-
-
Sperduti, A.1
-
61
-
-
0031145983
-
Supervised neural networks for the classification of structures
-
A. Sperduti, and A. Starita Supervised neural networks for the classification of structures IEEE Transactions on Neural Networks 8 3 1997 714 735
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.3
, pp. 714-735
-
-
Sperduti, A.1
Starita, A.2
-
62
-
-
12144253167
-
Neural gas for sequences
-
M. Strickert, and B. Hammer Neural gas for sequences WSOM'03 2003 53 57
-
(2003)
WSOM'03
, pp. 53-57
-
-
Strickert, M.1
Hammer, B.2
-
65
-
-
0038392958
-
Learning first-pass structural attachment preferences with dynamic grammars and recursive neural networks
-
P. Sturt, F. Costa, V. Lombardo, and P. Frasconi Learning first-pass structural attachment preferences with dynamic grammars and recursive neural networks Cognition 88 2 2003 133 169
-
(2003)
Cognition
, vol.88
, Issue.2
, pp. 133-169
-
-
Sturt, P.1
Costa, F.2
Lombardo, V.3
Frasconi, P.4
-
66
-
-
0035365177
-
Temporal Kohonen map and recurrent self-organizing map: Analytical and experimental comparison
-
M. Varsta, J. Heikkonen, J. Lampinen, and J. del R. Milán Temporal Kohonen map and recurrent self-organizing map: Analytical and experimental comparison Neural Processing Letters 13 3 2001 237 251
-
(2001)
Neural Processing Letters
, vol.13
, Issue.3
, pp. 237-251
-
-
Varsta, M.1
Heikkonen, J.2
Lampinen, J.3
Milán Del, J.R.4
-
68
-
-
0031097231
-
Topology preservation in self-organizing feature maps: Exact definition and measurement
-
T. Villmann, R. Der, M. Herrmann, and T. Martinetz Topology preservation in self-organizing feature maps: Exact definition and measurement IEEE Transactions on Neural Networks 8 2 1997 256 266
-
(1997)
IEEE Transactions on Neural Networks
, vol.8
, Issue.2
, pp. 256-266
-
-
Villmann, T.1
Der, R.2
Herrmann, M.3
Martinetz, T.4
-
69
-
-
0037379640
-
Neural maps in remote sensing image analysis
-
T. Villmann, E. Merenyi, and B. Hammer Neural maps in remote sensing image analysis Neural Networks 16 3-4 2003 389 403
-
(2003)
Neural Networks
, vol.16
, Issue.34
, pp. 389-403
-
-
Villmann, T.1
Merenyi, E.2
Hammer, B.3
-
71
-
-
0036790884
-
Recursive self-organizing maps
-
T. Voegtlin Recursive self-organizing maps Neural Networks 15 8-9 2002 979 992
-
(2002)
Neural Networks
, vol.15
, Issue.89
, pp. 979-992
-
-
Voegtlin, T.1
-
72
-
-
1542535929
-
Recursive self-organizing maps
-
N. Allison H. Yin L. Allinson J. Slack Springer Berlin
-
T. Voegtlin, and R.E. Dominey Recursive self-organizing maps N. Allison H. Yin L. Allinson J. Slack Advances in self-organizing maps 2001 Springer Berlin 210 215
-
(2001)
Advances in Self-organizing Maps
, pp. 210-215
-
-
Voegtlin, T.1
Dominey, R.E.2
-
74
-
-
0036487278
-
Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines
-
Y. Yao, G.L. Marcialis, M. Pontil, P. Frasconi, and F. Roli Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines Pattern Recognition 36 2 2003 397 406
-
(2003)
Pattern Recognition
, vol.36
, Issue.2
, pp. 397-406
-
-
Yao, Y.1
Marcialis, G.L.2
Pontil, M.3
Frasconi, P.4
Roli, F.5
|