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- W2363668841 abstract "Considering the problems that the complexity of generalized inverse limits the learning speed of extreme machine learning(ELM),a novel ELM,called TRON-ELM,is proposed based on the trust region Newton method in which the trust region Newton method is used to derive the output weights.The proposed method takes the Newton equation of the cost funcion of ELM as an unconstrained optimization,and a conjugate gradient method is used to solve the equation,which avoids solving the inverse of the Hessian matrix,thus the operation speed is improved.Meanwhile,the existence of trust region guarantees the global convergence.The experimental results show the effectiveness of the proposed method." @default.
- W2363668841 created "2016-06-24" @default.
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- W2363668841 date "2011-01-01" @default.
- W2363668841 modified "2023-09-24" @default.
- W2363668841 title "ELM based on trust region Newton method" @default.
- W2363668841 hasPublicationYear "2011" @default.
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