-
1
-
-
0001731208
-
Lyapunov exponents in chaotic systems: Their importance and their evaluation using observed data
-
Abarbanel H.D.I., Brown R., and Kennel M.B. Lyapunov exponents in chaotic systems: Their importance and their evaluation using observed data. International Journal of Modern Physics B 5 9 (1991) 1347-1375
-
(1991)
International Journal of Modern Physics B
, vol.5
, Issue.9
, pp. 1347-1375
-
-
Abarbanel, H.D.I.1
Brown, R.2
Kennel, M.B.3
-
2
-
-
12044249591
-
The analysis of observed chaotic data in physical systems
-
Abarbanel H.D.I., Brown R., Sidorowich J.J., and Tsimring L.S. The analysis of observed chaotic data in physical systems. Reviews of Modern Physics 65 4 (1993) 1331-1392
-
(1993)
Reviews of Modern Physics
, vol.65
, Issue.4
, pp. 1331-1392
-
-
Abarbanel, H.D.I.1
Brown, R.2
Sidorowich, J.J.3
Tsimring, L.S.4
-
3
-
-
0001024110
-
First- and second-order methods for learning: Between steepest descent and Newton's method
-
Battiti R. First- and second-order methods for learning: Between steepest descent and Newton's method. Neural Computation 4 (1992) 141-166
-
(1992)
Neural Computation
, vol.4
, pp. 141-166
-
-
Battiti, R.1
-
4
-
-
0018989294
-
Lyapunov characteristic exponents for smooth dynamical systems and for Hamiltonian systems; a method for computing all of them
-
Benettin G., Galgani L., Giorgilli A., and Strelcyn J.-M. Lyapunov characteristic exponents for smooth dynamical systems and for Hamiltonian systems; a method for computing all of them. Meccanica 15 1 (1980) 9-30
-
(1980)
Meccanica
, vol.15
, Issue.1
, pp. 9-30
-
-
Benettin, G.1
Galgani, L.2
Giorgilli, A.3
Strelcyn, J.-M.4
-
5
-
-
45149144372
-
Nonlinear prediction of chaotic time series
-
Casdagli M. Nonlinear prediction of chaotic time series. Physica D 35 3 (1989) 335-356
-
(1989)
Physica D
, vol.35
, Issue.3
, pp. 335-356
-
-
Casdagli, M.1
-
6
-
-
0034283761
-
Efficient training and improved performance of multilayer perception in pattern classification
-
Chaudhuri B.B., and Bhattacharya U. Efficient training and improved performance of multilayer perception in pattern classification. Neurocomputing 34 (2000) 11-27
-
(2000)
Neurocomputing
, vol.34
, pp. 11-27
-
-
Chaudhuri, B.B.1
Bhattacharya, U.2
-
7
-
-
6444240297
-
Lyapunov exponents from time series
-
Eckmann J.-P., Kamphorst S.O., Ruelle D., and Ciliberto S. Lyapunov exponents from time series. Physical Review A 34 6 (1986) 4971-4979
-
(1986)
Physical Review A
, vol.34
, Issue.6
, pp. 4971-4979
-
-
Eckmann, J.-P.1
Kamphorst, S.O.2
Ruelle, D.3
Ciliberto, S.4
-
8
-
-
0036274563
-
New approach for modelling ultrasound blood backscatter signal
-
El-Brawany M.A., and Nassiri D.K. New approach for modelling ultrasound blood backscatter signal. Ultrasound in Medicine & Biology 28 4 (2002) 527-534
-
(2002)
Ultrasound in Medicine & Biology
, vol.28
, Issue.4
, pp. 527-534
-
-
El-Brawany, M.A.1
Nassiri, D.K.2
-
9
-
-
0036866880
-
Microemboli detection using ultrasound backscatter
-
El-Brawany M.A., and Nassiri D.K. Microemboli detection using ultrasound backscatter. Ultrasound in Medicine & Biology 28 11/12 (2002) 1439-1446
-
(2002)
Ultrasound in Medicine & Biology
, vol.28
, Issue.11-12
, pp. 1439-1446
-
-
El-Brawany, M.A.1
Nassiri, D.K.2
-
10
-
-
26444565569
-
Finding structure in time
-
Elman J.L. Finding structure in time. Cognitive Science 14 2 (1990) 179-211
-
(1990)
Cognitive Science
, vol.14
, Issue.2
, pp. 179-211
-
-
Elman, J.L.1
-
11
-
-
0004154283
-
-
Wiley, Chichester
-
Evans D.H., McDicken W.N., Skidmore R., and Woodcock J.P. Doppler ultrasound: Physics, instrumentation and clinical applications (1989), Wiley, Chichester
-
(1989)
Doppler ultrasound: Physics, instrumentation and clinical applications
-
-
Evans, D.H.1
McDicken, W.N.2
Skidmore, R.3
Woodcock, J.P.4
-
12
-
-
0034559507
-
Investigating the prediction capabilities of the simple recurrent neural network on real temporal sequences
-
Gupta L., and McAvoy M. Investigating the prediction capabilities of the simple recurrent neural network on real temporal sequences. Pattern Recognition 33 12 (2000) 2075-2081
-
(2000)
Pattern Recognition
, vol.33
, Issue.12
, pp. 2075-2081
-
-
Gupta, L.1
McAvoy, M.2
-
13
-
-
0034301714
-
Classification of temporal sequences via prediction using the simple recurrent neural network
-
Gupta L., McAvoy M., and Phegley J. Classification of temporal sequences via prediction using the simple recurrent neural network. Pattern Recognition 33 10 (2000) 1759-1770
-
(2000)
Pattern Recognition
, vol.33
, Issue.10
, pp. 1759-1770
-
-
Gupta, L.1
McAvoy, M.2
Phegley, J.3
-
14
-
-
0038359450
-
Detection of ophthalmic artery stenosis by least-mean squares backpropagation neural network
-
Güler I., and Übeyli E.D. Detection of ophthalmic artery stenosis by least-mean squares backpropagation neural network. Computers in Biology and Medicine 33 4 (2003) 333-343
-
(2003)
Computers in Biology and Medicine
, vol.33
, Issue.4
, pp. 333-343
-
-
Güler, I.1
Übeyli, E.D.2
-
15
-
-
9644262694
-
Detecting variability of internal carotid arterial Doppler signals by Lyapunov exponents
-
Güler I., and Übeyli E.D. Detecting variability of internal carotid arterial Doppler signals by Lyapunov exponents. Medical Engineering & Physics 26 9 (2004) 763-771
-
(2004)
Medical Engineering & Physics
, vol.26
, Issue.9
, pp. 763-771
-
-
Güler, I.1
Übeyli, E.D.2
-
16
-
-
24144470790
-
Recurrent neural networks employing Lyapunov exponents for EEG signals classification
-
Güler N.F., Übeyli E.D., and Güler I. Recurrent neural networks employing Lyapunov exponents for EEG signals classification. Expert Systems with Applications 29 3 (2005) 506-514
-
(2005)
Expert Systems with Applications
, vol.29
, Issue.3
, pp. 506-514
-
-
Güler, N.F.1
Übeyli, E.D.2
Güler, I.3
-
17
-
-
0028543366
-
Training feedforward networks with the Marquardt algorithm
-
Hagan M.T., and Menhaj M.B. Training feedforward networks with the Marquardt algorithm. IEEE Transactions on Neural Networks 5 6 (1994) 989-993
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, Issue.6
, pp. 989-993
-
-
Hagan, M.T.1
Menhaj, M.B.2
-
19
-
-
0029191714
-
Detection of signals in chaos
-
Haykin S., and Li X.B. Detection of signals in chaos. Proceedings of the IEEE 83 1 (1995) 95-122
-
(1995)
Proceedings of the IEEE
, vol.83
, Issue.1
, pp. 95-122
-
-
Haykin, S.1
Li, X.B.2
-
20
-
-
35949021230
-
Geometry from a time series
-
Packard N.H., Crutchfield J.P., Farmer J.D., and Shaw R.S. Geometry from a time series. Physical Review Letters 45 9 (1980) 712-716
-
(1980)
Physical Review Letters
, vol.45
, Issue.9
, pp. 712-716
-
-
Packard, N.H.1
Crutchfield, J.P.2
Farmer, J.D.3
Shaw, R.S.4
-
21
-
-
0032891587
-
Nonlinear analysis of the performance and reliability of wavelet singularity detection based denoising for Doppler ultrasound fetal heart rate signals
-
Papadimitriou S., and Bezerianos A. Nonlinear analysis of the performance and reliability of wavelet singularity detection based denoising for Doppler ultrasound fetal heart rate signals. International Journal of Medical Informatics 53 (1999) 43-60
-
(1999)
International Journal of Medical Informatics
, vol.53
, pp. 43-60
-
-
Papadimitriou, S.1
Bezerianos, A.2
-
22
-
-
0033990625
-
Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG
-
Petrosian A., Prokhorov D., Homan R., Dasheiff R., and Wunsch II D. Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG. Neurocomputing 30 (2000) 201-218
-
(2000)
Neurocomputing
, vol.30
, pp. 201-218
-
-
Petrosian, A.1
Prokhorov, D.2
Homan, R.3
Dasheiff, R.4
Wunsch II, D.5
-
23
-
-
0034923224
-
Recurrent neural network-based approach for early recognition of Alzheimer's disease in EEG
-
Petrosian A.A., Prokhorov D.V., Lajara-Nanson W., and Schiffer R.B. Recurrent neural network-based approach for early recognition of Alzheimer's disease in EEG. Clinical Neurophysiology 112 8 (2001) 1378-1387
-
(2001)
Clinical Neurophysiology
, vol.112
, Issue.8
, pp. 1378-1387
-
-
Petrosian, A.A.1
Prokhorov, D.V.2
Lajara-Nanson, W.3
Schiffer, R.B.4
-
24
-
-
0000442791
-
Generalization of back-propagation to recurrent neural networks
-
Pineda F.J. Generalization of back-propagation to recurrent neural networks. Physical Review Letters 59 19 (1987) 2229-2232
-
(1987)
Physical Review Letters
, vol.59
, Issue.19
, pp. 2229-2232
-
-
Pineda, F.J.1
-
25
-
-
0032207527
-
Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks
-
Saad E.W., Prokhorov D.V., and Wunsch II D.C. Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks. IEEE Transactions on Neural Networks 9 6 (1998) 1456-1470
-
(1998)
IEEE Transactions on Neural Networks
, vol.9
, Issue.6
, pp. 1456-1470
-
-
Saad, E.W.1
Prokhorov, D.V.2
Wunsch II, D.C.3
-
26
-
-
0001394076
-
Measurement of the Lyapunov spectrum from a chaotic time series
-
Sano M., and Sawada Y. Measurement of the Lyapunov spectrum from a chaotic time series. Physical Review Letters 55 10 (1985) 1082-1085
-
(1985)
Physical Review Letters
, vol.55
, Issue.10
, pp. 1082-1085
-
-
Sano, M.1
Sawada, Y.2
-
27
-
-
1542786173
-
Intracranial pressure model in intensive care unit using a simple recurrent neural network through time
-
Shieh J.-S., Chou C.-F., Huang S.-J., and Kao M.-C. Intracranial pressure model in intensive care unit using a simple recurrent neural network through time. Neurocomputing 57 (2004) 239-256
-
(2004)
Neurocomputing
, vol.57
, pp. 239-256
-
-
Shieh, J.-S.1
Chou, C.-F.2
Huang, S.-J.3
Kao, M.-C.4
-
28
-
-
0031987311
-
A brief history of Doppler ultrasound in the diagnosis of peripheral vascular disease
-
Sigel B. A brief history of Doppler ultrasound in the diagnosis of peripheral vascular disease. Ultrasound in Medicine & Biology 24 (1998) 169-176
-
(1998)
Ultrasound in Medicine & Biology
, vol.24
, pp. 169-176
-
-
Sigel, B.1
-
29
-
-
5444221443
-
Spectral analysis of internal carotid arterial Doppler signals using FFT, AR, MA, and ARMA methods
-
Übeyli E.D., and Güler I. Spectral analysis of internal carotid arterial Doppler signals using FFT, AR, MA, and ARMA methods. Computers in Biology and Medicine 34 4 (2004) 293-306
-
(2004)
Computers in Biology and Medicine
, vol.34
, Issue.4
, pp. 293-306
-
-
Übeyli, E.D.1
Güler, I.2
-
30
-
-
27744513132
-
Feature extraction from Doppler ultrasound signals for automated diagnostic systems
-
Übeyli E.D., and Güler I. Feature extraction from Doppler ultrasound signals for automated diagnostic systems. Computers in Biology and Medicine 35 9 (2005) 735-764
-
(2005)
Computers in Biology and Medicine
, vol.35
, Issue.9
, pp. 735-764
-
-
Übeyli, E.D.1
Güler, I.2
-
31
-
-
14844350962
-
Determining variability of ophthalmic arterial Doppler signals using Lyapunov exponents
-
Übeyli E.D., and Güler I. Determining variability of ophthalmic arterial Doppler signals using Lyapunov exponents. Computers in Biology and Medicine 35 5 (2005) 405-420
-
(2005)
Computers in Biology and Medicine
, vol.35
, Issue.5
, pp. 405-420
-
-
Übeyli, E.D.1
Güler, I.2
-
32
-
-
0023733016
-
A comparative study and assessment of Doppler ultrasound spectral estimation techniques part II: Methods and results
-
Vaitkus P.J., Cobbold R.S.C., and Johnston K.W. A comparative study and assessment of Doppler ultrasound spectral estimation techniques part II: Methods and results. Ultrasound in Medicine & Biology 14 (1988) 673-688
-
(1988)
Ultrasound in Medicine & Biology
, vol.14
, pp. 673-688
-
-
Vaitkus, P.J.1
Cobbold, R.S.C.2
Johnston, K.W.3
-
33
-
-
0008494528
-
Determining Lyapunov exponents from a time series
-
Wolf A., Swift J.B., Swinney H.L., and Vastano J.A. Determining Lyapunov exponents from a time series. Physica D 16 3 (1985) 285-317
-
(1985)
Physica D
, vol.16
, Issue.3
, pp. 285-317
-
-
Wolf, A.1
Swift, J.B.2
Swinney, H.L.3
Vastano, J.A.4
-
34
-
-
0030788716
-
Neural network analysis of Doppler ultrasound blood flow signals: A pilot study
-
Wright I.A., Gough N.A.J., Rakebrandt F., Wahab M., and Woodcock J.P. Neural network analysis of Doppler ultrasound blood flow signals: A pilot study. Ultrasound in Medicine & Biology 23 (1997) 683-690
-
(1997)
Ultrasound in Medicine & Biology
, vol.23
, pp. 683-690
-
-
Wright, I.A.1
Gough, N.A.J.2
Rakebrandt, F.3
Wahab, M.4
Woodcock, J.P.5
-
35
-
-
0033009092
-
Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease
-
Wright I.A., and Gough N.A.J. Artificial neural network analysis of common femoral artery Doppler shift signals: Classification of proximal disease. Ultrasound in Medicine & Biology 24 (1999) 735-743
-
(1999)
Ultrasound in Medicine & Biology
, vol.24
, pp. 735-743
-
-
Wright, I.A.1
Gough, N.A.J.2
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