-
1
-
-
2542420004
-
The principled design of large-scale recursive neural network architectures - DAG-RNNs and the protein structure prediction problem
-
P. Baldi, and G. Pollastri The principled design of large-scale recursive neural network architectures - DAG-RNNs and the protein structure prediction problem J. Mach. Learning Res. 4 2003 576 602
-
(2003)
J. Mach. Learning Res.
, vol.4
, pp. 576-602
-
-
Baldi, P.1
Pollastri, G.2
-
3
-
-
0010723709
-
Elastic matching and pattern recognition in neural networks
-
L. Personnaz G. Dreyfus IDSET Paris
-
E. Bienenstock, and R. Doursat Elastic matching and pattern recognition in neural networks L. Personnaz G. Dreyfus Neural Networks: From Models to Applications 1989 IDSET Paris 472 482
-
(1989)
Neural Networks: From Models to Applications
, pp. 472-482
-
-
Bienenstock, E.1
Doursat, R.2
-
4
-
-
0023382921
-
A neural network for invariant pattern recognition
-
E. Bienenstock, and C. von der Malsburg A neural network for invariant pattern recognition Europhys. Lett. 4 1987 121 126
-
(1987)
Europhys. Lett.
, vol.4
, pp. 121-126
-
-
Bienenstock, E.1
Von Der Malsburg, C.2
-
7
-
-
0013319704
-
High-order correlation model for associative memory
-
J.S. Denker (Ed.), Neural Networks for Computing
-
H.H. Chen, Y.C. Lee, T. Maxwell, C. Giles, High-order correlation model for associative memory, in: J.S. Denker (Ed.), Neural Networks for Computing, American Institute of Physics Conference Proceedings, Vol. 151, 1986, pp. 86-99.
-
(1986)
American Institute of Physics Conference Proceedings
, vol.151
, pp. 86-99
-
-
Chen, H.H.1
Lee, Y.C.2
Maxwell, T.3
Giles, C.4
-
8
-
-
84898995383
-
Convolution kernels for natural language
-
S.B.T.G. Dietterich Z. Ghahramani MIT Press Cambridge, MA
-
M. Collins, and N. Duffy Convolution kernels for natural language S.B.T.G. Dietterich Z. Ghahramani Advances in Neural Information Processing System Vol. 14 2002 MIT Press Cambridge, MA 625 632
-
(2002)
Advances in Neural Information Processing System
, vol.14
, pp. 625-632
-
-
Collins, M.1
Duffy, N.2
-
9
-
-
84918441630
-
Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
-
T. Cover Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition IEEE Trans. Electronic Comput. 14 1965 326 334
-
(1965)
IEEE Trans. Electronic Comput.
, vol.14
, pp. 326-334
-
-
Cover, T.1
-
10
-
-
0024095495
-
Cross-linguistic differences in parsing: Restrictions on the use of the Late Closure strategy in Spanish
-
F. Cuetos, and D.C. Mitchell Cross-linguistic differences in parsing: restrictions on the use of the Late Closure strategy in Spanish Cognition 30 1988 72 105
-
(1988)
Cognition
, vol.30
, pp. 72-105
-
-
Cuetos, F.1
Mitchell, D.C.2
-
11
-
-
0035480204
-
Adaptive graphical pattern recognition for the classification of company logos
-
M. Diligenti, M. Gori, M. Maggini, and E. Martinelli Adaptive graphical pattern recognition for the classification of company logos Pattern Recognition 34 2001 2049 2061
-
(2001)
Pattern Recognition
, vol.34
, pp. 2049-2061
-
-
Diligenti, M.1
Gori, M.2
Maggini, M.3
Martinelli, E.4
-
13
-
-
0346336810
-
The canonical form of non-linear discrete-time models
-
G. Dreyfus, and Y. Idan The canonical form of non-linear discrete-time models Neural Comput. 10 1998 133 164
-
(1998)
Neural Comput.
, vol.10
, pp. 133-164
-
-
Dreyfus, G.1
Idan, Y.2
-
14
-
-
84892314756
-
-
Springer Berlin
-
G. Dreyfus, J.M. Martinez, M. Samuelides, M. Gordon, F. Badran, S. Thiria, and L. Hérault Neural Networks, Methodology and Applications 2005 Springer Berlin
-
(2005)
Neural Networks, Methodology and Applications
-
-
Dreyfus, G.1
Martinez, J.M.2
Samuelides, M.3
Gordon, M.4
Badran, F.5
Thiria, S.6
Hérault, L.7
-
15
-
-
27644582644
-
Graph recognition by neural networks
-
L. Personnaz, G. Dreyfus (Eds.) IDSET
-
G. Dreyfus, A. Zippelius, Graph recognition by neural networks, in: L. Personnaz, G. Dreyfus (Eds.), Neural Networks from Models to Applications, IDSET, 1988, pp. 483-492.
-
(1988)
Neural Networks from Models to Applications
, pp. 483-492
-
-
Dreyfus, G.1
Zippelius, A.2
-
16
-
-
0032112162
-
Towards a principled methodology for neural network design and performance evaluation in QSAR; Application to the prediction of logP
-
A. Duprat, T. Huynh, and G. Dreyfus Towards a principled methodology for neural network design and performance evaluation in QSAR; application to the prediction of logP J. Chem. Inform. Comput. Sci. 38 1998 586 594
-
(1998)
J. Chem. Inform. Comput. Sci.
, vol.38
, pp. 586-594
-
-
Duprat, A.1
Huynh, T.2
Dreyfus, G.3
-
17
-
-
0033352944
-
Feature extraction from data structures with unsupervised recursive neural networks
-
IEEE
-
C. Goller, M. Gori, M. Maggini, Feature extraction from data structures with unsupervised recursive neural networks, Internat. Joint Conf. on Neural Networks, IEEE, 1999, pp. 1121-1126.
-
(1999)
Internat. Joint Conf. on Neural Networks
, pp. 1121-1126
-
-
Goller, C.1
Gori, M.2
Maggini, M.3
-
18
-
-
0029727454
-
Learning task-dependent distributed structure-representations by backpropagation through structure
-
C. Goller, A. Küchler, Learning task-dependent distributed structure-representations by backpropagation through structure, IEEE Internat. Conf. on Neural Networks, 1996, pp. 347-352.
-
(1996)
IEEE Internat. Conf. on Neural Networks
, pp. 347-352
-
-
Goller, C.1
Küchler, A.2
-
19
-
-
0141460503
-
A recursive neural network model for processing directed acyclic graphs with labeled edges
-
M. Gori, M. Maggini, L. Sarti, A recursive neural network model for processing directed acyclic graphs with labeled edges, Internat. Joint Conf. on Neural Networks, 2003, pp. 1351-1355.
-
(2003)
Internat. Joint Conf. on Neural Networks
, pp. 1351-1355
-
-
Gori, M.1
Maggini, M.2
Sarti, L.3
-
21
-
-
34247119163
-
Storage and retrieval of complex sequences in neural networks
-
I. Guyon, L. Personnaz, J.P. Nadal, and G. Dreyfus Storage and retrieval of complex sequences in neural networks Phys. Rev. A 38 1988 6365 6372
-
(1988)
Phys. Rev. A
, vol.38
, pp. 6365-6372
-
-
Guyon, I.1
Personnaz, L.2
Nadal, J.P.3
Dreyfus, G.4
-
22
-
-
27644458818
-
Engineering applications of spin glass concepts
-
J.L. van Hemmen, I. Morgenstern (Eds.), Heidelberg Colloquium on Glassy Dynamics Springer, Berlin
-
I. Guyon, L. Personnaz, P. Siarry, G. Dreyfus, Engineering applications of spin glass concepts, in: J.L. van Hemmen, I. Morgenstern (Eds.), Heidelberg Colloquium on Glassy Dynamics, Lecture Notes in Physics, Vol. 275, Springer, Berlin, 1987.
-
(1987)
Lecture Notes in Physics
, vol.275
-
-
Guyon, I.1
Personnaz, L.2
Siarry, P.3
Dreyfus, G.4
-
23
-
-
0034069365
-
On the approximation capability of recurrent neural networks
-
B. Hammer On the approximation capability of recurrent neural networks Neurocomputing 31 2000 107 123
-
(2000)
Neurocomputing
, vol.31
, pp. 107-123
-
-
Hammer, B.1
-
25
-
-
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 Res. 3 2002 145 165
-
(2002)
Cognitive Systems Res.
, vol.3
, pp. 145-165
-
-
Hammer, B.1
-
26
-
-
17444403164
-
Universal approximation capability of cascade correlation for structures
-
B. Hammer, M. Alessio, and A. Sperduti Universal approximation capability of cascade correlation for structures Neural Comput. 17 2005 1109 1159
-
(2005)
Neural Comput.
, vol.17
, pp. 1109-1159
-
-
Hammer, B.1
Alessio, M.2
Sperduti, A.3
-
27
-
-
0004019973
-
Convolution kernels on discrete structures
-
University of Santa Cruz
-
D. Haussler, Convolution kernels on discrete structures, Technical Report UCSC-CLR- 99-10, University of Santa Cruz, 1999.
-
(1999)
Technical Report
, vol.UCSC-CLR-99-10
-
-
Haussler, D.1
-
28
-
-
0020118274
-
Neural networks and physical systems with emergent collective computational abilities
-
J.J. Hopfield Neural networks and physical systems with emergent collective computational abilities Proc. Nat. Acad. Sci. 81 1982 2554 2558
-
(1982)
Proc. Nat. Acad. Sci.
, vol.81
, pp. 2554-2558
-
-
Hopfield, J.J.1
-
29
-
-
0021835689
-
"Neural" computation of decisions in optimization problems
-
J.J. Hopfield, and D. Tank "Neural" computation of decisions in optimization problems Biol. Cybernet. 52 1985 141 152
-
(1985)
Biol. Cybernet.
, vol.52
, pp. 141-152
-
-
Hopfield, J.J.1
Tank, D.2
-
30
-
-
0027812765
-
Some new results on neural network approximation
-
K. Hornik Some new results on neural network approximation Neural Networks 6 1993 1069 1072
-
(1993)
Neural Networks
, vol.6
, pp. 1069-1072
-
-
Hornik, K.1
-
31
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
K. Hornik, M. Stinchcombe, and H. White Multilayer feedforward networks are universal approximators Neural Networks 2 1989 359 366
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
32
-
-
84898982939
-
Exploiting generative models in discriminative classifiers
-
S.S.M. Kearns D. Cohn MIT Press Cambridge, MA
-
T.S. Jaakkola, and D. Haussler Exploiting generative models in discriminative classifiers S.S.M. Kearns D. Cohn Advances in Neural Information Processing Systems Vol. 11 1998 MIT Press Cambridge, MA 487 493
-
(1998)
Advances in Neural Information Processing Systems
, vol.11
, pp. 487-493
-
-
Jaakkola, T.S.1
Haussler, D.2
-
34
-
-
1942516986
-
Marginalized kernels between labeled graphs
-
T. Faucett N. Mishra AAAI Press Merlo Park, CA
-
H. Kashima, K. Tsuda, and A. Inokuchi Marginalized kernels between labeled graphs T. Faucett N. Mishra 20th Internat. Conf. on Machine Learning 2003 AAAI Press Merlo Park, CA 321 328
-
(2003)
20th Internat. Conf. on Machine Learning
, pp. 321-328
-
-
Kashima, H.1
Tsuda, K.2
Inokuchi, A.3
-
35
-
-
24244449163
-
Recognition of topological features of graphs and images in neural networks
-
R. Kree, and A. Zippelius Recognition of topological features of graphs and images in neural networks J. Phys. A 21 1988 813 818
-
(1988)
J. Phys. A
, vol.21
, pp. 813-818
-
-
Kree, R.1
Zippelius, A.2
-
36
-
-
0000359337
-
Backpropagation applied to handwritten zip code recognition
-
Y. LeCun, B. Boser, J.S. Denker, D. Henderson, R.E. Howard, W. Hubbard, and L.D. Jackel Backpropagation applied to handwritten zip code recognition Neural Comput. 1 1989 541 551
-
(1989)
Neural Comput.
, vol.1
, pp. 541-551
-
-
Lecun, Y.1
Boser, B.2
Denker, J.S.3
Henderson, D.4
Howard, R.E.5
Hubbard, W.6
Jackel, L.D.7
-
37
-
-
1542714925
-
Mismatch string kernels for discriminative protein classification
-
C. Leslie, E. Eskin, A. Cohen, J. Weston, and W. Stafford Noble Mismatch string kernels for discriminative protein classification Bioinformatics 20 2004 467 476
-
(2004)
Bioinformatics
, vol.20
, pp. 467-476
-
-
Leslie, C.1
Eskin, E.2
Cohen, A.3
Weston, J.4
Stafford Noble, W.5
-
38
-
-
0041965869
-
Text classification using string kernels
-
H. Lodhi, C. Saunders, N. Cristianini, J. Shawe-Taylor, and C. Watkins Text classification using string kernels J. Mach. Learning Res. 2 2002 419 444
-
(2002)
J. Mach. Learning Res.
, vol.2
, pp. 419-444
-
-
Lodhi, H.1
Saunders, C.2
Cristianini, N.3
Shawe-Taylor, J.4
Watkins, C.5
-
39
-
-
14344252908
-
Extensions of marginalized graph kernels
-
ACM Press, New York
-
P. Mahé, N. Ueda, T. Akutsu, J.-L. Perret, J.-P. Vert, Extensions of marginalized graph kernels, 21st Internat. Conf. on Machine learning, ACM Press, New York, 2004, 552-559.
-
(2004)
21st Internat. Conf. on Machine Learning
, pp. 552-559
-
-
Mahé, P.1
Ueda, N.2
Akutsu, T.3
Perret, J.-L.4
Vert, J.-P.5
-
40
-
-
0026838895
-
A unified framework for gradient algorithms used for filter adaptation and neural network training
-
S. Marcos, O. Macchi, C. Vignat, G. Dreyfus, L. Personnaz, and P. Roussel-Ragot A unified framework for gradient algorithms used for filter adaptation and neural network training Internat. J. Circuit Theory Appl. 20 1992 1159 1200
-
(1992)
Internat. J. Circuit Theory Appl.
, vol.20
, pp. 1159-1200
-
-
Marcos, S.1
MacChi, O.2
Vignat, C.3
Dreyfus, G.4
Personnaz, L.5
Roussel-Ragot, P.6
-
41
-
-
22944487701
-
Wide coverage natural language processing using kernel methods and neural networks for structured data
-
S. Menchetti, F. Costa, P. Frasconi, M. Pontil, Wide coverage natural language processing using kernel methods and neural networks for structured data, Pattern Recognition Lett. 26 (2005) 1896-1906.
-
(2005)
Pattern Recognition Lett.
, vol.26
, pp. 1896-1906
-
-
Menchetti, S.1
Costa, F.2
Frasconi, P.3
Pontil, M.4
-
42
-
-
15844387278
-
A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains
-
A. Micheli, F. Portera, and A. Sperduti A preliminary empirical comparison of recursive neural networks and tree kernel methods on regression tasks for tree structured domains Neurocomputing 64 2005 73 92
-
(2005)
Neurocomputing
, vol.64
, pp. 73-92
-
-
Micheli, A.1
Portera, F.2
Sperduti, A.3
-
43
-
-
0028396593
-
Training recurrent neural networks: Why and how? An illustration in process modeling
-
O. Nerrand, D. Urbani, P. Roussel-Ragot, L. Personnaz, and G. Dreyfus Training recurrent neural networks: why and how? An illustration in process modeling IEEE Trans. Neural Networks 5 1994 178 184
-
(1994)
IEEE Trans. Neural Networks
, vol.5
, pp. 178-184
-
-
Nerrand, O.1
Urbani, D.2
Roussel-Ragot, P.3
Personnaz, L.4
Dreyfus, G.5
-
44
-
-
0034806826
-
How to be a gray box: Dynamic semi-physical modeling
-
Y. Oussar, and G. Dreyfus How to be a gray box: dynamic semi-physical modeling Neural Networks 14 2001 1161 1172
-
(2001)
Neural Networks
, vol.14
, pp. 1161-1172
-
-
Oussar, Y.1
Dreyfus, G.2
-
45
-
-
0000463024
-
Information storage and retrieval in spin glass like neural networks
-
L. Personnaz, I. Guyon, and G. Dreyfus Information storage and retrieval in spin glass like neural networks J. Physique Lettres 46 1985 L 359 L 365
-
(1985)
J. Physique Lettres
, vol.46
-
-
Personnaz, L.1
Guyon, I.2
Dreyfus, G.3
-
46
-
-
0001326868
-
Collective computational properties of neural networks: New learning mechanisms
-
L. Personnaz, I. Guyon, and G. Dreyfus Collective computational properties of neural networks: new learning mechanisms Phys. Rev. A 34 1986 4217 4228
-
(1986)
Phys. Rev. A
, vol.34
, pp. 4217-4228
-
-
Personnaz, L.1
Guyon, I.2
Dreyfus, G.3
-
47
-
-
0023438830
-
High-order neural networks: Information storage without errors
-
L. Personnaz, I. Guyon, and G. Dreyfus High-order neural networks: information storage without errors Europhys. Lett. 4 1987 863 867
-
(1987)
Europhys. Lett.
, vol.4
, pp. 863-867
-
-
Personnaz, L.1
Guyon, I.2
Dreyfus, G.3
-
48
-
-
0025519291
-
Recursive distributed representations
-
J. Pollack Recursive distributed representations Artificial Intelligence 46 1990 77 106
-
(1990)
Artificial Intelligence
, vol.46
, pp. 77-106
-
-
Pollack, J.1
-
50
-
-
0036813784
-
Modeling spatiotemporal olfactory data in two steps: From binary to Hodgkin-Huxley neurons
-
B. Quenet, S. Sirapian, R. Dubois, G. Dreyfus, and D. Horn Modeling spatiotemporal olfactory data in two steps: from binary to Hodgkin-Huxley neurons Biosystems 67 2002 203 211
-
(2002)
Biosystems
, vol.67
, pp. 203-211
-
-
Quenet, B.1
Sirapian, S.2
Dubois, R.3
Dreyfus, G.4
Horn, D.5
-
51
-
-
11144273669
-
The Perceptron: A probabilistic model for information storage and organization in the brain
-
F. Rosenblatt The Perceptron: a probabilistic model for information storage and organization in the brain Psychol. Rev. 65 1956 386 408
-
(1956)
Psychol. Rev.
, vol.65
, pp. 386-408
-
-
Rosenblatt, F.1
-
52
-
-
84898957207
-
String kernels, Fisher kernels and finite state automata
-
S. Becker S. Thrun K. Obermayer MIT Press Cambridge, MA
-
C. Saunders, J. Shawe-Taylor, and A. Vinokourov String kernels, Fisher kernels and finite state automata S. Becker S. Thrun K. Obermayer Advances in Neural Information Processing Systems Vol. 15 2003 MIT Press Cambridge, MA 633 640
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
, pp. 633-640
-
-
Saunders, C.1
Shawe-Taylor, J.2
Vinokourov, A.3
-
55
-
-
84947517907
-
Encoding labeled graphs by labeling RAAM
-
A. Sperduti Encoding labeled graphs by labeling RAAM Connection Sci. 6 1994 429 459
-
(1994)
Connection Sci.
, vol.6
, pp. 429-459
-
-
Sperduti, A.1
-
56
-
-
0021518106
-
A theory of the learnable
-
L.G. Valiant, A theory of the learnable, Commun. ACM (1984) 1134-1142.
-
(1984)
Commun. ACM
, pp. 1134-1142
-
-
Valiant, L.G.1
-
57
-
-
84956090878
-
A neural network for the retrieval of superimposed patterns
-
C. von der Malsburg, and E. Bienenstock A neural network for the retrieval of superimposed patterns Europhys. Lett. 3 1987 1243 1249
-
(1987)
Europhys. Lett.
, vol.3
, pp. 1243-1249
-
-
Von Der Malsburg, C.1
Bienenstock, E.2
-
58
-
-
0024634603
-
Phoneme recognition using time-delay neural networks
-
C. Waibel, T. Hanazawa, G. Hinton, K. Shikano, and K. Lang Phoneme recognition using time-delay neural networks IEEE Trans. Acoust., Speech Signal Process. 37 1989 328 339
-
(1989)
IEEE Trans. Acoust., Speech Signal Process.
, vol.37
, pp. 328-339
-
-
Waibel, C.1
Hanazawa, T.2
Hinton, G.3
Shikano, K.4
Lang, K.5
-
59
-
-
0036487278
-
M. Pontil, P. Frasconi, F. Roli, Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines
-
Y. Yao, and G.L. Marcialis M. Pontil, P. Frasconi, F. Roli, Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines Pattern Recognition 36 2003 397 406
-
(2003)
Pattern Recognition
, vol.36
, pp. 397-406
-
-
Yao, Y.1
Marcialis, G.L.2
-
60
-
-
4043071270
-
Comparative study of QSAR/QSPR correlations using support vector machines, radial basis function neural networks, and multiple linear regression
-
J. Yao, A. Panaye, J.P. Doucet, R.S. Zhang, H.F. Chen, M.C. Liu, Z.D. Hu, and B.T. Fan Comparative study of QSAR/QSPR correlations using support vector machines, radial basis function neural networks, and multiple linear regression J. Chem. Inform. Comput. Sci. 44 2004 1257 1266
-
(2004)
J. Chem. Inform. Comput. Sci.
, vol.44
, pp. 1257-1266
-
-
Yao, J.1
Panaye, A.2
Doucet, J.P.3
Zhang, R.S.4
Chen, H.F.5
Liu, M.C.6
Hu, Z.D.7
Fan, B.T.8
|