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Boosting-Based EMG Patterns Classification Scheme for Robustness Enhancement

โœ Scribed by Li, Zhijun; Wang, Baocheng; Yang, Chenguang; Xie, Qing; Su, Chun-Yi


Book ID
121296161
Publisher
Institute of Electrical and Electronics Engineers
Year
2013
Tongue
English
Weight
1013 KB
Volume
17
Category
Article
ISSN
2168-2194

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This paper introduces a new class of sign-based training algorithms for neural networks that combine the sign-based updates of the Rprop algorithm with the composite nonlinear Jacobi method. The theoretical foundations of the class are described and a heuristic Rprop-based Jacobi algorithm is empiri