Activations quantization for compact neural networks

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A modular approximation methodology for efficient fixed-point hardware implementation of the sigmoid function

Z Pan, Z Gu, X Jiang, G Zhu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The sigmoid function is a widely used nonlinear activation function in neural networks. In this
article, we present a modular approximation methodology for efficient fixed-point hardware …
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