-
1
-
-
1842436050
-
The "echo state" approach to analysing and training recurrent neural networks,
-
German National Research Center for Information Technology
-
H. Jaeger, "The "echo state" approach to analysing and training recurrent neural networks," Tech. Rep. GMD Report 148, German National Research Center for Information Technology, 2001.
-
(2001)
Tech. Rep. GMD Report
, vol.148
-
-
Jaeger, H.1
-
2
-
-
0036834701
-
Real-time computing without stable states: A new framework for neural computation based on perturbations
-
W. Maass, T. Natschläger, and H. Markram, "Real-time computing without stable states: A new framework for neural computation based on perturbations," Neural Computation, vol. 14, no. 11, pp. 2531-2560, 2002.
-
(2002)
Neural Computation
, vol.14
, Issue.11
, pp. 2531-2560
-
-
Maass, W.1
Natschläger, T.2
Markram, H.3
-
3
-
-
34249815487
-
An experimental unification, of reservoir computing methods
-
D. Verstraeten, B. Schrauwen, M. D'Haene, and D. Stroobandt, "An experimental unification, of reservoir computing methods," Neural Networks, vol. 20, pp. 391-403, 2007.
-
(2007)
Neural Networks
, vol.20
, pp. 391-403
-
-
Verstraeten, D.1
Schrauwen, B.2
D'Haene, M.3
Stroobandt, D.4
-
4
-
-
23844557176
-
Isolated word recognition with the liquid state machine: A case study
-
D. Verstraeten, B. Schrauwen, D. Stroobandt, and J. Van Campenhout, "Isolated word recognition with the liquid state machine: a case study," Information Processing Letters, vol. 95, no. 6, pp. 521-528, 2005.
-
(2005)
Information Processing Letters
, vol.95
, Issue.6
, pp. 521-528
-
-
Verstraeten, D.1
Schrauwen, B.2
Stroobandt, D.3
Van Campenhout, J.4
-
5
-
-
34249867443
-
-
M. D. Skowronski and J. G. Harris, 2007 Special Issue: Automatic speech recognition using a predictive echo state network classifier. Neural Networks, 20, no. 3, pp. 414-423, 2007.
-
M. D. Skowronski and J. G. Harris, "2007 Special Issue: Automatic speech recognition using a predictive echo state network classifier." Neural Networks, vol. 20, no. 3, pp. 414-423, 2007.
-
-
-
-
6
-
-
38149107670
-
Event detection and localization in mobile robot navigation using reservoir computing
-
E. Antonelo, B. Schrauwen, X. Dutoit, D. Stroobandt, and M. Nuttin, "Event detection and localization in mobile robot navigation using reservoir computing," in Proceedings of the International Conference on Artificial Neural Networks (ICANN), 2007.
-
(2007)
Proceedings of the International Conference on Artificial Neural Networks (ICANN)
-
-
Antonelo, E.1
Schrauwen, B.2
Dutoit, X.3
Stroobandt, D.4
Nuttin, M.5
-
7
-
-
56349104962
-
-
tech. rep, Jacobs University, Bremen
-
I. Ilies, H. Jaeger, O. Kosuchinas, M. Rincon, V. Sakenas, and N. Vaskevicius, "Stepping forward through echoes of the past: forecasting with echo state networks," tech. rep., Jacobs University, Bremen, 2007.
-
(2007)
Stepping forward through echoes of the past: Forecasting with echo state networks
-
-
Ilies, I.1
Jaeger, H.2
Kosuchinas, O.3
Rincon, M.4
Sakenas, V.5
Vaskevicius, N.6
-
8
-
-
38149062901
-
The introduction, of time-scales in reservoir computing, applied to isolated digits recognition
-
B. Schrauwen, J. Defour, D. Verstraeten, and J. Van Campenhout, "The introduction, of time-scales in reservoir computing, applied to isolated digits recognition," in Proceedings of the International Conference on Artificial Neural Networks (ICANN), 2007.
-
(2007)
Proceedings of the International Conference on Artificial Neural Networks (ICANN)
-
-
Schrauwen, B.1
Defour, J.2
Verstraeten, D.3
Van Campenhout, J.4
-
9
-
-
34249938474
-
Optimization and applications of echo state networks with leaky integrator neurons
-
H. Jaeger, M. Lukosevicius, D. Popovici, and U. Siewert, "Optimization and applications of echo state networks with leaky integrator neurons," Neural Networks, vol. 20, pp. 335-352, 2007.
-
(2007)
Neural Networks
, vol.20
, pp. 335-352
-
-
Jaeger, H.1
Lukosevicius, M.2
Popovici, D.3
Siewert, U.4
-
10
-
-
33846023013
-
Analysis and design of echo state networks
-
M. C. Ozturk, D. Xu, and J. C. Principe, "Analysis and design of echo state networks," Neural Computation, vol. 19, pp. 111-138, 2006.
-
(2006)
Neural Computation
, vol.19
, pp. 111-138
-
-
Ozturk, M.C.1
Xu, D.2
Principe, J.C.3
-
11
-
-
56349112690
-
Echo-state networks with band-pass neurons: Towards generic time-scale-independent reservoir structures,
-
PLANET Intelligent Systems GmbH
-
U. Siewert and W. Wustlich, "Echo-state networks with band-pass neurons: Towards generic time-scale-independent reservoir structures," tech. rep., PLANET Intelligent Systems GmbH, 2007.
-
(2007)
tech. rep
-
-
Siewert, U.1
Wustlich, W.2
-
12
-
-
33846543881
-
Edge of chaos and prediction of computational performance for neural microcircuit models
-
R. A. Legenstein and W. Maass, "Edge of chaos and prediction of computational performance for neural microcircuit models," Neural Networks, pp. 323-333, 2007.
-
(2007)
Neural Networks
, pp. 323-333
-
-
Legenstein, R.A.1
Maass, W.2
-
14
-
-
1842421269
-
Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless telecommunication
-
April 2
-
H. Jaeger and H. Haas, "Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless telecommunication," Science, vol. 308, pp. 78-80, April 2 2004.
-
(2004)
Science
, vol.308
, pp. 78-80
-
-
Jaeger, H.1
Haas, H.2
-
15
-
-
3042521956
-
Applying lstm to time series predictable through time-window approaches
-
tech. rep, Instituto Dalle Molle di studi sull' intelligenza artificiale
-
F. Gers, D. Eck, and J. Schmidhuber, "Applying lstm to time series predictable through time-window approaches," tech. rep., Instituto Dalle Molle di studi sull' intelligenza artificiale, 2000.
-
(2000)
-
-
Gers, F.1
Eck, D.2
Schmidhuber, J.3
-
16
-
-
56349153464
-
-
L. Feldkamp, D. Prokhorov, C. Eagen, and F. Yuan, Enhanced multi-stream Kalman filter training for recurrent neural networks. Kluwer, nonlinear modeling: advanced black-box techniques ed., 1998.
-
L. Feldkamp, D. Prokhorov, C. Eagen, and F. Yuan, Enhanced multi-stream Kalman filter training for recurrent neural networks. Kluwer, nonlinear modeling: advanced black-box techniques ed., 1998.
-
-
-
-
17
-
-
1842488370
-
Short term memory in echo state networks,
-
German National Research Center for Information Technology
-
H. Jaeger, "Short term memory in echo state networks," Tech. Rep. GMD Report 152, German National Research Center for Information Technology, 2001.
-
(2001)
Tech. Rep. GMD Report
, vol.152
-
-
Jaeger, H.1
|