Neural Network Training With Approximate Logarithmic Computations

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Neural Network Training With Approximate Logarithmic Computations


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Neural Network Training With Approximate Logarithmic Computations

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The high computational complexity associated with training deep neural networks limits online and real-time training on edge devices. This paper proposed an end-to-end training and inference scheme that eliminates multiplications by approximate operations
The high computational complexity associated with training deep neural networks limits online and real-time training on edge devices. This paper proposed an end-to-end training and inference scheme that eliminates multiplications by approximate operations