68 search results - page 2 / 14 » Learning grammatical structure with Echo State Networks |
IJCNN
2006
IEEE
14 years 1 months ago
2006
IEEE
— A solution for the slow convergence of most learning rules for Recurrent Neural Networks (RNN) has been proposed under the terms Liquid State Machines (LSM) and Echo State Netw...
IJCNN
2006
IEEE
14 years 1 months ago
2006
IEEE
— Inspired by the universal laws governing different kinds of complex networks, we propose a scale-free highlyclustered echo state network (SHESN). Different from echo state netw...
AE
2007
Springer
14 years 1 months ago
2007
Springer
TNN
2011
13 years 2 months ago
2011
—Reservoir computing (RC) refers to a new class of state-space models with a fixed state transition structure (the “reservoir”) and an adaptable readout form the state space...
ESANN
2003
13 years 9 months ago
2003
We derive continuous-time batch and online versions of the recently introduced efficient O(N2 ) training algorithm of Atiya and Parlos [2000] for fully recurrent networks. A mathem...