-
1
-
-
0036013593
-
Statistical mechanics of complex networks
-
Albert, R., and Barabási, A.-L. (2002). Statistical mechanics of complex networks. Rev. Mod. Phys. 74, 47-97.
-
(2002)
Rev. Mod. Phys
, vol.74
, pp. 47-97
-
-
Albert, R.1
Barabási, A.-L.2
-
2
-
-
33646536035
-
A tighter bound for the echo state property
-
Buehner, M., and Young, P. (2006). A tighter bound for the echo state property. IEEE Trans. Neural Netw. 17, 820-824.
-
(2006)
IEEE Trans. Neural Netw
, vol.17
, pp. 820-824
-
-
Buehner, M.1
Young, P.2
-
3
-
-
34548609011
-
Collective behavior of a small-world recurrent neural system with scale-free distribution
-
Deng, Z., and Zhang, Y. (2007). Collective behavior of a small-world recurrent neural system with scale-free distribution. IEEE Trans. Neural Netw. 18, 1364-1375.
-
(2007)
IEEE Trans. Neural Netw
, vol.18
, pp. 1364-1375
-
-
Deng, Z.1
Zhang, Y.2
-
4
-
-
61849181483
-
Pruning and regularization in reservoir computing
-
Dutoit, X., Schrauwen, B., Van Campenhout, J., Stroobandt, D., Van Brussel, H., and Nuttin, M. (2009). Pruning and regularization in reservoir computing. Neurocomputing 72, 1534-1546.
-
(2009)
Neurocomputing
, vol.72
, pp. 1534-1546
-
-
Dutoit, X.1
Schrauwen, B.2
van Campenhout, J.3
Stroobandt, D.4
van Brussel, H.5
Nuttin, M.6
-
6
-
-
1842488370
-
-
Technical Report 152. Bremen: German National Research Center for Information Technology
-
Jaeger, H. (2002). Short Term Memory in Echo State Networks, Technical Report 152. Bremen: German National Research Center for Information Technology.
-
(2002)
Short Term Memory In Echo State Networks
-
-
Jaeger, H.1
-
8
-
-
34249938474
-
Optimization and applications of echo state networks with leaky-integrator neurons
-
Jaeger, H., Lukosevicius, M., Popovici, D., and Siewert, U. (2007). Optimization and applications of echo state networks with leaky-integrator neurons. Neural Netw. 20, 335-352.
-
(2007)
Neural Netw
, vol.20
, pp. 335-352
-
-
Jaeger, H.1
Lukosevicius, M.2
Popovici, D.3
Siewert, U.4
-
9
-
-
34248230738
-
Criticality of spreading dynamics in hierarchical cluster networks without inhibition
-
Kaiser, M., Görner, M., and Hilgetag, C. C. (2007). Criticality of spreading dynamics in hierarchical cluster networks without inhibition. New J. Phys. 9, 110.
-
(2007)
New J. Phys
, vol.9
, pp. 110
-
-
Kaiser, M.1
Görner, M.2
Hilgetag, C.C.3
-
11
-
-
52949104430
-
Organization of excitable dynamics in hierarchical biological networks
-
doi: 10.1371/journal.pcbi.1000190
-
Mueller-Linow, M., Hilgetag, C. C., and Huett, M. T. (2008). Organization of excitable dynamics in hierarchical biological networks. PLoS Comput. Biol. 4, e1000190. doi: 10.1371/journal.pcbi.1000190.
-
(2008)
PLoS Comput. Biol
, vol.4
-
-
Mueller-Linow, M.1
Hilgetag, C.C.2
Huett, M.T.3
-
12
-
-
33750120253
-
Computing with transiently stable states
-
Ozturk, M., and Principe, J. (2005). "Computing with transiently stable states," in Proceedings of the IEEE International Joint Conference on Neural Networks, 2005 (IJCNN '05) (Houston: IEEE), Vol. 3. 1467-1472.
-
(2005)
Proceedings of the IEEE International Joint Conference On Neural Networks, 2005 (IJCNN '05) (Houston: IEEE)
, vol.3
, pp. 1467-1472
-
-
Ozturk, M.1
Principe, J.2
-
13
-
-
33846023013
-
Analysis and design of echo state networks
-
Ozturk, M., Xu, D., and Principe, J. (2007). Analysis and design of echo state networks. Neural Comput. 19, 111-138.
-
(2007)
Neural Comput
, vol.19
, pp. 111-138
-
-
Ozturk, M.1
Xu, D.2
Principe, J.3
-
15
-
-
0037199968
-
Hierarchical organization of modularity in metabolic networks
-
Ravasz, E., Somera, A. L., Mongru, D. A., Oltvai, Z. N., and Barabasi, A. L. (2002). Hierarchical organization of modularity in metabolic networks. Science 297, 1551-1555.
-
(2002)
Science
, vol.297
, pp. 1551-1555
-
-
Ravasz, E.1
Somera, A.L.2
Mongru, D.A.3
Oltvai, Z.N.4
Barabasi, A.L.5
-
16
-
-
84887001503
-
An overview of reservoir computing: Theory, applications and implementations
-
Bruges: ESANN
-
Schrauwen, B., Verstraeten, D., and Van Campenhout, J. (2007). "An overview of reservoir computing: theory, applications and implementations," in Proceedings of the 15th European Symposium on Artificial Neural Networks (Bruges: ESANN). 471-482.
-
(2007)
Proceedings of the 15th European Symposium On Artificial Neural Networks
, pp. 471-482
-
-
Schrauwen, B.1
Verstraeten, D.2
van Campenhout, J.3
-
17
-
-
34249867443
-
Automatic speech recognition using a predictive echo state network classifier
-
Skowronski, M. D., and Harris, J. G. (2007). Automatic speech recognition using a predictive echo state network classifier. Neural Netw. 20, 414-423.
-
(2007)
Neural Netw
, vol.20
, pp. 414-423
-
-
Skowronski, M.D.1
Harris, J.G.2
-
18
-
-
33744924504
-
Small-world connectivity, motif composition, and complexity of fractal neuronal connections
-
Sporns, O. (2006). Small-world connectivity, motif composition, and complexity of fractal neuronal connections. BioSystems 85, 55-64.
-
(2006)
BioSystems
, vol.85
, pp. 55-64
-
-
Sporns, O.1
-
19
-
-
38349140387
-
Identification and classification of hubs in brain networks
-
doi: 10.1371/journal.pone.0001049
-
Sporns, O., Honey, C. J., and Kotter, R. (2007). Identification and classification of hubs in brain networks. PLoS ONE 2, e1049. doi: 10.1371/journal.pone.0001049.
-
(2007)
PLoS ONE
, vol.2
-
-
Sporns, O.1
Honey, C.J.2
Kotter, R.3
-
20
-
-
68949147577
-
Generating coherent patterns of activity from chaotic neural networks
-
Sussillo, D., and Abbott, L. F. (2009). Generating coherent patterns of activity from chaotic neural networks. Neuron 63, 544-557.
-
(2009)
Neuron
, vol.63
, pp. 544-557
-
-
Sussillo, D.1
Abbott, L.F.2
-
21
-
-
34249874927
-
Learning grammatical structure with Echo State Networks
-
Tong, M. H., Bickett, A. D., Christiansen, E. M., and Cottrell, G. W. (2007). Learning grammatical structure with Echo State Networks. Neural Netw. 20, 424-432.
-
(2007)
Neural Netw
, vol.20
, pp. 424-432
-
-
Tong, M.H.1
Bickett, A.D.2
Christiansen, E.M.3
Cottrell, G.W.4
-
22
-
-
69449092740
-
Effects of spectral radius and settling time in the performance of echo state networks
-
Venayagamoorthy, G. K., and Shishir, B. (2009). Effects of spectral radius and settling time in the performance of echo state networks. Neural Netw. 22, 861-863.
-
(2009)
Neural Netw
, vol.22
, pp. 861-863
-
-
Venayagamoorthy, G.K.1
Shishir, B.2
-
23
-
-
34249815487
-
An experimental unification of reservoir computing methods
-
Verstraeten, D., Schrauwen, B., D'Haene, M., and Stroobandt, D. (2007). An experimental unification of reservoir computing methods. Neural Netw. 20, 391-403.
-
(2007)
Neural Netw
, vol.20
, pp. 391-403
-
-
Verstraeten, D.1
Schrauwen, B.2
D'Haene, M.3
Stroobandt, D.4
-
24
-
-
0008494528
-
Determining Lyapunov exponents from a time series
-
Wolf, A., Swift, J., Swinney, H., and Vastano, J. (1985). Determining Lyapunov exponents from a time series. Physica D 16, 285.
-
(1985)
Physica D
, vol.16
, pp. 285
-
-
Wolf, A.1
Swift, J.2
Swinney, H.3
Vastano, J.4
-
25
-
-
34249819041
-
Decoupled echo state networks with lateral inhibition
-
Xue, Y., Yang, L., and Haykin, S. (2007). Decoupled echo state networks with lateral inhibition. Neural Netw. 20, 365-376.
-
(2007)
Neural Netw
, vol.20
, pp. 365-376
-
-
Xue, Y.1
Yang, L.2
Haykin, S.3
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