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Abstract: This paper investigates the application of Convolutional Neural Networks (CNNs) in MNIST handwritten digit recognition, with a particular focus on optimizing the ResNet-18 model. By ...

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Abstract: MNIST handwritten digit dataset is one of the most popular datasets in the filed of machine learning and pattern recognition, whereas several other datasets have also been synthesized using ...