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Resilient propagation (Rprop)
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Title
On solving the local minimum problem in feed forward neural networks
Contributor
Tse, Hau Ting Eric 謝效庭
Ng, Sin Chun Vanessa 吳倩珍
School / Unit
School of Science and Technology (S&T)
Date
2011
Awards
Champion (undergraduate section), Student Paper Contest, 2011 (IEEE(HK), Institute of Electrical and Electronics Engineers Hong Kong Section)
Access Eligibility
Public Access
Title
An improved resilient propagation algorithm by introducing deterministic weight modification and magnified gradient function
Contributor
Fung, Alan 馮子鍵
Ng, Sin Chun Vanessa 吳倩珍
School / Unit
School of Science and Technology (S&T)
Date
2010
Access Eligibility
Public Access
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School of Science and Technology (S&T)
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2010
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Language
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Awards
Student Paper Contest
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Keywords
Magnified gradient function (MGF)
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algorithms
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neural networks
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Backpropagation (BP) with magnified gradient function (MGFProp)
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Deterministic weight modification (DWM)
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Quickprop
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meta training
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output monitoring and modification
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