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Jan, 2024
基于神经网络的二次决策函数分类
Classification with neural networks with quadratic decision functions
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Leon Frischauf, Otmar Scherzer, Cong Shi
TL;DR
本研究探讨了使用二次决策函数的神经网络作为标准神经网络的替代方法，并测试其在手写数字和亚种分类方面在MNIST数据集上的表现，并展示了可以使用Tensorflow和Keras软件进行实现的神经网络结构。
Abstract
neural network
with
quadratic decision functions
have been introduced as alternatives to standard neural networks with affine linear one. They are advantageous when the objects to be identified are of compact bas
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