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題名
A hybrid algorithm based on backpropagation with magnified gradient function guided by adaptive particle swarm optimization in neural network training
創建者
Lui, Wing On
Ng, Sin Chun Vanessa 吳倩珍
學院 / 部門
School of Science and Technology (S&T)
日期
2012
獎項
1st runner-up (undergraduate section), Student Paper Contest, 2012 (IEEE(HK), Institute of Electrical and Electronics Engineers Hong Kong Section)
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Public Access
題名
On solving the local minimum problem in feed forward neural networks
創建者
Tse, Hau Ting Eric 謝效庭
Ng, Sin Chun Vanessa 吳倩珍
學院 / 部門
School of Science and Technology (S&T)
日期
2011
獎項
Champion (undergraduate section), Student Paper Contest, 2011 (IEEE(HK), Institute of Electrical and Electronics Engineers Hong Kong Section)
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Public Access
題名
An improved resilient propagation algorithm by introducing deterministic weight modification and magnified gradient function
創建者
Fung, Alan 馮子鍵
Ng, Sin Chun Vanessa 吳倩珍
學院 / 部門
School of Science and Technology (S&T)
日期
2010
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algorithms
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Backpropagation (BP) with magnified gradient function (MGFProp)
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Deterministic weight modification (DWM)
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meta training
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output monitoring and modification
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