Sign-based learning schemes for pattern
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A.D. Anastasiadis; G.D. Magoulas; M.N. Vrahatis
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Article
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2005
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Elsevier Science
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English
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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