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projects:current:start [2015/02/11 01:48] hjprojects:current:start [2015/02/11 01:51] (current) hj
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-===== Current Projects ===== +===== Hybrid Orthogonal Projection & Estimation (HOPE) =====
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-  - **Hybrid Orthogonal Projection & Estimation (HOPE)** +
  
 {{:projects:current:one-nn-layer.png?0x220 |NN hidden layer}}{{ :projects:current:one-hope-layer.png?0x220| HOPE}} {{:projects:current:one-nn-layer.png?0x220 |NN hidden layer}}{{ :projects:current:one-hope-layer.png?0x220| HOPE}}
-Each hidden layer in neural networks can be formulated as one HOPE model+Each hidden layer in neural networks can be formulated as one HOPE model[1]
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   * The HOPE model combines a linear orthogonal projection and a mixture model under a uni ed generative modelling framework;    * The HOPE model combines a linear orthogonal projection and a mixture model under a uni ed generative modelling framework; 
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   * The HOPE model provides several new learning algorithms to learn NNs either supervisedly or unsupervisedly.    * The HOPE model provides several new learning algorithms to learn NNs either supervisedly or unsupervisedly. 
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 **Reference:**  **Reference:** 
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projects/current/start.1423619304.txt.gz · Last modified: 2015/02/11 01:48 by hj

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