Stacked Neural Network (SNN)

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A Stacked Neural Network (SNN) is an Artificial Neural Network that is the resulting model of several artificial neural networks combined using stacked generalization.



References

2016

2016 SNN.png
Figure 2: A stack of five publicly available neural network architectures. The features generated from each network are combined into a unified feature vector. This vector is used to classify the dropout and affine layers. We define the combination of multiple networks a Stacked Neural Network (S-NN).

1996

1996 SNN.png
Figure 2: Architecture of stacked neural networks using the ITS algorithm.