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Modeling deterministic echo state network with loop reservoir

โœ Scribed by Xiao-chuan Sun, Hong-yan Cui, Ren-ping Liu, Jian-ya Chen, Yun-jie Liu

Book ID
119923401
Publisher
SP Zhejiang University Press
Year
2012
Tongue
English
Weight
977 KB
Volume
13
Category
Article
ISSN
1869-1951

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Echo State Networks (ESNs) have been shown to be effective for a number of tasks, including motor control, dynamic time series prediction, and memorizing musical sequences. However, their performance on natural language tasks has been largely unexplored until now. Simple Recurrent Networks (SRNs) ha