-
1
-
-
0020068152
-
Self-organized formation of topologically correct feature maps
-
Jan.
-
T. Kohonen, "Self-organized formation of topologically correct feature maps," Biol. Cybern., vol. 43, no. 1, pp. 59-69, Jan. 1982.
-
(1982)
Biol. Cybern
, vol.43
, Issue.1
, pp. 59-69
-
-
Kohonen, T.1
-
3
-
-
0036311784
-
Nonlinear speech processing: Overview and applications
-
M. Faundez, S. McLaughlin, A. Esposito, A. Hussain, J. Schoentgen, G. Kubin, W. Kleijn, and P. Maragos, "Nonlinear speech processing: Overview and applications," Control Intell. Syst., vol. 30, no. 1, pp. 1-10, 2002.
-
(2002)
Control Intell. Syst
, vol.30
, Issue.1
, pp. 1-10
-
-
Faundez, M.1
McLaughlin, S.2
Esposito, A.3
Hussain, A.4
Schoentgen, J.5
Kubin, G.6
Kleijn, W.7
Maragos, P.8
-
4
-
-
0002172257
-
Nonlinear processing of speech
-
W. B. Kleijn and K. K. Paliwal, Eds. New York: Elsevier
-
G. Kubin, "Nonlinear processing of speech," in Speech Coding and Synthesis, W. B. Kleijn and K. K. Paliwal, Eds. New York: Elsevier, 1995, pp. 557-609.
-
(1995)
Speech Coding and Synthesis
, pp. 557-609
-
-
Kubin, G.1
-
5
-
-
0003236089
-
Evidence for nonlinear sound production mechanisms in the vocal tract
-
Bonas, France
-
H. Teager and S. Teager, "Evidence for nonlinear sound production mechanisms in the vocal tract," in Proc. Speech Prod. Speech Model., vol. 55. Bonas, France, 1989, pp. 241-261.
-
(1989)
Proc. Speech Prod. Speech Model
, vol.55
, pp. 241-261
-
-
Teager, H.1
Teager, S.2
-
6
-
-
0010278070
-
A generalized probabilistic descent method
-
S. Katagiri, C. Lee, and B. Juang, "A generalized probabilistic descent method," in Proc. Acoust. Soc. Jpn., 1990, pp. 141-142.
-
(1990)
Proc. Acoust. Soc. Jpn.
, pp. 141-142
-
-
Katagiri, S.1
Lee, C.2
Juang, B.3
-
9
-
-
84890262130
-
p norm for time series and its application to self-organizing maps
-
Sep.
-
p norm for time series and its application to self-organizing maps," in Proc. Workshop Self-Organizing Maps, Paris, France, Sep. 2005, pp. 733-740.
-
(2005)
Proc. Workshop Self-Organizing Maps, Paris, France
, pp. 733-740
-
-
Lee, J.A.1
Verleysen, M.2
-
10
-
-
0000412966
-
Forecasting of curves using a Kohonen classification
-
Sep.-Nov.
-
M. Cottrell, B. Girard, and P. Rousset, "Forecasting of curves using a Kohonen classification," J. Forecasting, vol. 17, nos. 5-6, pp. 429-439, Sep.-Nov. 1998.
-
(1998)
J. Forecasting
, vol.17
, Issue.5-6
, pp. 429-439
-
-
Cottrell, M.1
Girard, B.2
Rousset, P.3
-
11
-
-
78149359833
-
Multilayer perceptrons for functional data analysis: A projection based approach
-
New York: Springer-Verlag, Jan.
-
B. Conan-Guez and F. Rossi, "Multilayer perceptrons for functional data analysis: A projection based approach," in Artificial Neural Networks-ICANN (LNCS), vol. 2415. New York: Springer-Verlag, Jan. 2002, pp. 136-141.
-
(2002)
Artificial Neural Networks-ICANN (LNCS)
, vol.2415
, pp. 136-141
-
-
Conan-Guez, B.1
Rossi, F.2
-
12
-
-
11844253306
-
Functional multilayer perceptron: A nonlinear tool for functional data analysis
-
Jan.
-
F. Rossi and B. Conan-Guez, "Functional multilayer perceptron: A nonlinear tool for functional data analysis," Neural Netw., vol. 18, no. 1, pp. 45-60, Jan. 2005.
-
(2005)
Neural Netw
, vol.18
, Issue.1
, pp. 45-60
-
-
Rossi, F.1
Conan-Guez, B.2
-
13
-
-
15844387455
-
Theoretical properties of functional multilayer perceptrons
-
Apr.
-
F. Rossi, B. Conan-Guez, and F. Fleuret, "Theoretical properties of functional multilayer perceptrons," in Proc. Eur. Symp. Artificial Neural Netw., Bruges, Belgium, Germany, Apr. 2002, pp. 7-12.
-
(2002)
Proc. Eur. Symp. Artificial Neural Netw., Bruges, Belgium, Germany
, pp. 7-12
-
-
Rossi, F.1
Conan-Guez, B.2
Fleuret, F.3
-
14
-
-
15844383263
-
Representation of functional data in neural networks
-
Mar.
-
F. Rossi, N. Delannay, B. Conan-Guez, and M. Verleysen, "Representation of functional data in neural networks," Neurocomputing, vol. 64, pp. 183-210, Mar. 2005.
-
(2005)
Neurocomputing
, vol.64
, pp. 183-210
-
-
Rossi, F.1
Delannay, N.2
Conan-Guez, B.3
Verleysen, M.4
-
15
-
-
15844393601
-
Clustering functional data with the SOM algorithm
-
Apr.
-
F. Rossi, B. Conan-Guez, and E. Golli, "Clustering functional data with the SOM algorithm," in Proc. Eur. Symp. Artificial Neural Netw., Bruges, Belgium, Germany, Apr. 2004, pp. 305-312.
-
(2004)
Proc. Eur. Symp. Artificial Neural Netw., Bruges, Belgium, Germany
, pp. 305-312
-
-
Rossi, F.1
Conan-Guez, B.2
Golli, E.3
-
16
-
-
0037147356
-
Functional quantization of gaussian processes
-
Dec.
-
H. Luschgy and G. Pagès, "Functional quantization of gaussian processes," J. Funct. Anal., vol. 196, no. 2, pp. 486-531, Dec. 2002.
-
(2002)
J. Funct. Anal
, vol.196
, Issue.2
, pp. 486-531
-
-
Luschgy, H.1
Pagès, G.2
-
17
-
-
47349085628
-
Functional quantization for numerics with an application to option pricing
-
G. Pagès and J. Printems, "Functional quantization for numerics with an application to option pricing," Monte Carlo Methods & Appl., vol. 11, no. 4, pp. 407-446, 2005.
-
(2005)
Monte Carlo Methods & Appl
, vol.11
, Issue.4
, pp. 407-446
-
-
Pagès, G.1
Printems, J.2
-
18
-
-
0037560972
-
Clustering functional data
-
T. Tarpey and K. Kinateder, "Clustering functional data," J. Classification, vol. 20, no. 1, pp. 93-114, 2003.
-
(2003)
J. Classification
, vol.20
, Issue.1
, pp. 93-114
-
-
Tarpey, T.1
Kinateder, K.2
-
19
-
-
21344488174
-
Representing a large collection of curves: A case for principal points
-
Nov.
-
B. D. Fleury and T. Tarpey, "Representing a large collection of curves: A case for principal points," The American Statistician, vol. 47, no. 4, pp. 304-306, Nov. 1993.
-
(1993)
The American Statistician
, vol.47
, Issue.4
, pp. 304-306
-
-
Fleury, B.D.1
Tarpey, T.2
-
20
-
-
0041861341
-
Un-supervised curve clustering using b-splines
-
Sep.
-
C. Abraham, P. A. Cornillon, E. Matzener-Lober, and N. Molinari, "Un-supervised curve clustering using b-splines," Scandinavian J. Statist., vol. 30, no. 3, pp. 581-595, Sep. 2003.
-
(2003)
Scandinavian J. Statist
, vol.30
, Issue.3
, pp. 581-595
-
-
Abraham, C.1
Cornillon, P.A.2
Matzener-Lober, E.3
Molinari, N.4
-
22
-
-
9144230256
-
Recursive self-organizing network models
-
Oct.-Nov.
-
B. Hammer, A. Micheli, A. Sperduti, and M. Strickert, "Recursive self-organizing network models," Neural Netw., vol. 17, nos. 8-9, pp. 1061-1085, Oct.-Nov. 2004.
-
(2004)
Neural Netw
, vol.17
, Issue.8-9
, pp. 1061-1085
-
-
Hammer, B.1
Micheli, A.2
Sperduti, A.3
Strickert, M.4
-
23
-
-
0036791938
-
Generalized relevance learning vector quantization
-
Oct.
-
B. Hammer and T. Villmann, "Generalized relevance learning vector quantization," Neural Netw., vol. 15, nos. 8-9, pp. 1059-1068, Oct. 2002.
-
(2002)
Neural Netw
, vol.15
, Issue.8-9
, pp. 1059-1068
-
-
Hammer, B.1
Villmann, T.2
-
24
-
-
0035392549
-
Bankruptcy analysis with self-organizing maps in learning metrics
-
DOI 10.1109/72.935102, PII S1045922701050044
-
S. Kaski, J. Sinkkonen, and J. Peltonen, "Bankruptcy analysis with self-organizing maps in learning metrics," IEEE Trans. Neural Netw., vol. 12, no. 4, pp. 936-947, Jul. 2001. (Pubitemid 32732831)
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.4
, pp. 936-947
-
-
Kaski, S.1
Sinkkonen, J.2
Peltonen, J.3
-
25
-
-
0345404393
-
Theoretical aspects of the SOM algorithm
-
Nov.
-
M. Cottrell, J. C. Fort, and G. Pagès, "Theoretical aspects of the SOM algorithm," Neurocomputing, vol. 21, nos. 1-3, pp. 119-138, Nov. 1998.
-
(1998)
Neurocomputing
, vol.21
, Issue.1-3
, pp. 119-138
-
-
Cottrell, M.1
Fort, J.C.2
Pagès, G.3
-
26
-
-
69049086738
-
Functional principal component learning using Oja's method and Sobolev norms
-
Jun.
-
T. Villmann and B. Hammer, "Functional principal component learning using Oja's method and Sobolev norms," in Proc. Workshop Self-Organizing Maps, St. Augustine, FL, Jun. 2009, pp. 325-333.
-
(2009)
Proc. Workshop Self-Organizing Maps, St. Augustine, FL
, pp. 325-333
-
-
Villmann, T.1
Hammer, B.2
-
27
-
-
0742271717
-
Discriminant neural predictive coding applied to phoneme recognition
-
Jan.
-
B. Gas, J. Zarader, C. Chavy, and M. Chetouani, "Discriminant neural predictive coding applied to phoneme recognition," Neurocomputing, vol. 56, pp. 141-166, Jan. 2004.
-
(2004)
Neurocomputing
, vol.56
, pp. 141-166
-
-
Gas, B.1
Zarader, J.2
Chavy, C.3
Chetouani, M.4
-
28
-
-
0016467604
-
Minimum prediction residual principle applied to speech recognition
-
Feb.
-
F. Itakura, "Minimum prediction residual principle applied to speech recognition," IEEE Trans. Acoust., Speech Signal Process., vol. 23, no. 1, pp. 67-72, Feb. 1975.
-
(1975)
IEEE Trans. Acoust., Speech Signal Process
, vol.23
, Issue.1
, pp. 67-72
-
-
Itakura, F.1
-
29
-
-
0022471098
-
Learning representations by backpropagating errors
-
Oct.
-
D. E. Rumelhart and G. E. Hinton, "Learning representations by backpropagating errors," Nature, vol. 323, pp. 533-536, Oct. 1986.
-
(1986)
Nature
, vol.323
, pp. 533-536
-
-
Rumelhart, D.E.1
Hinton, G.E.2
-
30
-
-
0003645482
-
-
Los Alamos Nat. Lab., Los Alamos, NM, Tech. Rep. LA-UR 87-2662, Jul.
-
A. Lapedes and R. Farber, "Nonlinear signal processing using neural networks: Prediction and system modelling," Los Alamos Nat. Lab., Los Alamos, NM, Tech. Rep. LA-UR 87-2662, Jul. 1987.
-
(1987)
Nonlinear Signal Processing Using Neural Networks: Prediction and System Modelling
-
-
Lapedes, A.1
Farber, R.2
-
31
-
-
84941536229
-
Adaptive training of feedback neural networks for non-linear filtering
-
Sep.
-
G. Dreyfus, O. Macchi, S. Marcos, O. Nerrand, L. Personnaz, P. Roussel-Ragot, D. Urbani, and C. Vignat, "Adaptive training of feedback neural networks for non-linear filtering," in Proc. IEEE-SP Workshop Neural Netw. Signal Process., vol. 2. Sep. 1992, pp. 550-559.
-
(1992)
Proc. IEEE-SP Workshop Neural Netw. Signal Process
, vol.2
, pp. 550-559
-
-
Dreyfus, G.1
MacChi, O.2
Marcos, S.3
Nerrand, O.4
Personnaz, L.5
Roussel-Ragot, P.6
Urbani, D.7
Vignat, C.8
-
32
-
-
84985763086
-
Non-linear short-term prediction in speech coding
-
Adelaide, SA, Australia, Apr.
-
J. Thyssen, H. Nielsen, and S. Hansen, "Non-linear short-term prediction in speech coding," in Proc. Int. Conf. Acoust. Speech Signal Process., vol. 1. Adelaide, SA, Australia, Apr. 1994, pp. 185-188.
-
(1994)
Proc. Int. Conf. Acoust. Speech Signal Process
, vol.1
, pp. 185-188
-
-
Thyssen, J.1
Nielsen, H.2
Hansen, S.3
-
34
-
-
0000057581
-
Predicting the future: A connectionist approach
-
A. S. Weigend, B. A. Huberman, and D. E. Rumelhart, "Predicting the future: A connectionist approach," Int. J. Neural Syst., vol. 1, no. 3, pp. 193-209, 1990.
-
(1990)
Int. J. Neural Syst
, vol.1
, Issue.3
, pp. 193-209
-
-
Weigend, A.S.1
Huberman, B.A.2
Rumelhart, D.E.3
-
35
-
-
0025550401
-
Nonlinear prediction with self-organizing maps
-
Jun.
-
J. Walter, H. Riter, and K. Schulten, "Nonlinear prediction with self-organizing maps," Neural Netw., vol. 1, pp. 589-594, Jun. 1990.
-
(1990)
Neural Netw
, vol.1
, pp. 589-594
-
-
Walter, J.1
Riter, H.2
Schulten, K.3
-
36
-
-
33748568613
-
Time series forecasting using CCA and Kohonen maps-application to electricity consumption
-
Apr.
-
A. Lendasse, J. Lee, V. Wertz, and M. Verleysen, "Time series forecasting using CCA and Kohonen maps-application to electricity consumption," in Proc. Eur. Symp. Artificial Neural Netw., Bruges, Belgium, Germany, Apr. 2000, pp. 329-334.
-
(2000)
Proc. Eur. Symp. Artificial Neural Netw., Bruges, Belgium, Germany
, pp. 329-334
-
-
Lendasse, A.1
Lee, J.2
Wertz, V.3
Verleysen, M.4
-
37
-
-
0028425697
-
Functional approximation by feed-forward networks: A least square approach to generalisation
-
May
-
A. R. Webb, "Functional approximation by feed-forward networks: A least square approach to generalisation," IEEE Trans. Neural Netw., vol. 5, no. 3, pp. 363-371, May 1994.
-
(1994)
IEEE Trans. Neural Netw
, vol.5
, Issue.3
, pp. 363-371
-
-
Webb, A.R.1
-
39
-
-
1542371308
-
-
[Online]. Available
-
The Tecator Data Set. (1995) [Online]. Available: http://lib.stat.cmu. edu/datasets/tecator
-
(1995)
The Tecator Data Set
-
-
-
40
-
-
0017714604
-
Oscillation and chaos in physiological control systems
-
Jul.
-
M. C. Mackey and L. Glass, "Oscillation and chaos in physiological control systems," Science, vol. 197, no. 4300, pp. 287-289, Jul. 1977.
-
(1977)
Science
, vol.197
, Issue.4300
, pp. 287-289
-
-
MacKey, M.C.1
Glass, L.2
-
41
-
-
78149361708
-
Forecasting chaotic time series by a neural network
-
Jun.
-
G. Atsalakis, C. Skiadas, and D. Nezis, "Forecasting chaotic time series by a neural network," in Proc. Int. Conf. Chaotic Model. Simulat., Chania, Greece, Jun. 2008, pp. 77-82.
-
(2008)
Proc. Int. Conf. Chaotic Model. Simulat., Chania, Greece
, pp. 77-82
-
-
Atsalakis, G.1
Skiadas, C.2
Nezis, D.3
-
42
-
-
0023983407
-
The 'neural' phonetic typewriter
-
Mar.
-
T. Kohonen, "The 'neural' phonetic typewriter," Computer, vol. 21, no. 3, pp. 11-22, Mar. 1988.
-
(1988)
Computer
, vol.21
, Issue.3
, pp. 11-22
-
-
Kohonen, T.1
-
43
-
-
6344222337
-
-
Nat. Inst. Standards Technol., Gaithersburg, MD, Tech. Rep. NISTIR Feb.
-
J. S. Garofolo, L. F. Lamel, W. M. Fisher, J. G. Fiscus, and D. S. Pallett, "DARPA TIMIT acoustic-phonetic continuous speech corpus CD-ROM. NIST speech disc 1-1.1," Nat. Inst. Standards Technol., Gaithersburg, MD, Tech. Rep. NISTIR 4930, Feb. 1993.
-
(1993)
DARPA TIMIT Acoustic-phonetic Continuous Speech Corpus CD-ROM. NIST Speech Disc 1-1.1
, vol.4930
-
-
Garofolo, J.S.1
Lamel, L.F.2
Fisher, W.M.3
Fiscus, J.G.4
Pallett, D.S.5
-
44
-
-
0015112070
-
Speech analysis and synthesis by linear prediction of the peech wave
-
Aug.
-
B. S. Atal and S. L. Hanauer, "Speech analysis and synthesis by linear prediction of the peech wave," J. Acoust. Soc. Amer., vol. 50, no. 2B, pp. 637-655, Aug. 1971.
-
(1971)
J. Acoust. Soc. Amer
, vol.50
, Issue.2 B
, pp. 637-655
-
-
Atal, B.S.1
Hanauer, S.L.2
-
45
-
-
0014698310
-
Analysis synthesis telephony based on the maximum likelihood method
-
F. Itakura and S. Saito, "Analysis synthesis telephony based on the maximum likelihood method," in Proc. 6th Int. Congr. Acoust., Tokyo, Japan, 1968, pp. 17-20.
-
(1968)
Proc. 6th Int. Congr. Acoust., Tokyo, Japan
, pp. 17-20
-
-
Itakura, F.1
Saito, S.2
-
46
-
-
0025254722
-
A time-delay neural network architecture for isolated
-
word recognition
-
K. J. Lang, A. H. Waibel, and G. Hinton, "A time-delay neural network architecture for isolated word recognition," Neural Netw., vol. 3, no. 1, pp. 23-43, 1990.
-
(1990)
Neural Netw
, vol.3
, Issue.1
, pp. 23-43
-
-
Lang, K.J.1
Waibel, A.H.2
Hinton, G.3
-
47
-
-
0024634603
-
Phoneme recognition using time-delay neural networks
-
Mar.
-
A. Waibel, T. Hanazawa, G. Hinton, K. Shikano, and K. J. Lang, "Phoneme recognition using time-delay neural networks," IEEE Trans. Acoust., Speech Signal Process., vol. 37, no. 3, pp. 328-339, Mar. 1989.
-
(1989)
IEEE Trans. Acoust., Speech Signal Process
, vol.37
, Issue.3
, pp. 328-339
-
-
Waibel, A.1
Hanazawa, T.2
Hinton, G.3
Shikano, K.4
Lang, K.J.5
-
48
-
-
0001675495
-
Representation properties of networks: Kolmogorov's theorem is irrelevant
-
F. Girosi and T. Poggio, "Representation properties of networks: Kolmogorov's theorem is irrelevant," Neural Comput., vol. 1, no. 4, pp. 465-469, 1989.
-
(1989)
Neural Comput
, vol.1
, Issue.4
, pp. 465-469
-
-
Girosi, F.1
Poggio, T.2
-
49
-
-
0001307541
-
Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives
-
Nov.
-
K. Hornik, M. Stinchcombe, A. White, and P. Auer, "Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives," Neural comput., vol. 6, no. 6, pp. 1262-1275, Nov. 1994.
-
(1994)
Neural Comput
, vol.6
, Issue.6
, pp. 1262-1275
-
-
Hornik, K.1
Stinchcombe, M.2
White, A.3
Auer, P.4
-
50
-
-
0024124325
-
There exists a neural network that does not make avoidable mistakes
-
San Diego, CA, Jul.
-
A. Gallant and H. White, "There exists a neural network that does not make avoidable mistakes," in Proc. IEEE Int. Conf. Neural Netw., vol. 1. San Diego, CA, Jul. 1988, pp. 657-664.
-
(1988)
Proc. IEEE Int. Conf. Neural Netw
, vol.1
, pp. 657-664
-
-
Gallant, A.1
White, H.2
-
51
-
-
0027599793
-
Universal approximation bounds for superposition of a sigmoidal function
-
May
-
A. Barron, "Universal approximation bounds for superposition of a sigmoidal function," IEEE Trans. Inform. Theory, vol. 39, no. 3, pp. 930-945, May 1993.
-
(1993)
IEEE Trans. Inform. Theory
, vol.39
, Issue.3
, pp. 930-945
-
-
Barron, A.1
-
52
-
-
0026436795
-
Self-organizing maps: Ordering, convergence properties and energy functions
-
A. Erwin, K. Obermayer, and K. Shulten, "Self-organizing maps: Ordering, convergence properties and energy functions," Biol. Cybern., vol. 67, no. 1, pp. 47-55, 1992.
-
(1992)
Biol. Cybern
, vol.67
, Issue.1
, pp. 47-55
-
-
Erwin, A.1
Obermayer, K.2
Shulten, K.3
-
53
-
-
0031101545
-
Growing a hypercubical output space in a self-organizing feature map
-
Mar.
-
H. U. Bauer and T. Villmann, "Growing a hypercubical output space in a self-organizing feature map," IEEE Trans. Neural Netw., vol. 8, no. 2, pp. 218-226, Mar. 1997.
-
(1997)
IEEE Trans. Neural Netw
, vol.8
, Issue.2
, pp. 218-226
-
-
Bauer, H.U.1
Villmann, T.2
-
54
-
-
84950453673
-
Principal curves
-
Jun.
-
T. Hastie and W. Stuetzle, "Principal curves," J. Amer. Statist. Assoc., vol. 84, no. 406, pp. 502-516, Jun. 1989.
-
(1989)
J. Amer. Statist. Assoc
, vol.84
, Issue.406
, pp. 502-516
-
-
Hastie, T.1
Stuetzle, W.2
|