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Convolution in Convolution for Network in Network.

IEEE Transactions on Neural Networks and Learning Systems, no. 5 (2018): 1587-1597

Cited: 137|Views61
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Abstract

Network in network (NiN) is an effective instance and an important extension of deep convolutional neural network consisting of alternating convolutional layers and pooling layers. Instead of using a linear filter for convolution, NiN utilizes shallow multilayer perceptron (MLP), a nonlinear function, to replace the linear filter. Because...More

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