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Graduate School of Science and Technology, Keio University, Yokohama, Kanagawa 223-8522, Japan, Keio University Sustainable Quantum Artificial Intelligence Center (KSQAIC), Keio University, Tokyo 108-8345, Japan
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Shallow networks can achieve deep network performance: TACNNs match the accuracy of VGG-16 and GoogLeNet on Fashion-MNIST with just two convolutional layers.