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cs.LG2023
Computational and Storage Efficient Quadratic Neurons for Deep Neural Networks
Chuangtao Chen, Grace Li Zhang, Xunzhao Yin +3
Deep neural networks (DNNs) have been widely deployed across diverse domains such as computer vision and natural language processing. However, the impressive accomplishments of DNN…
cs.AR2023★ 4 cited
A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits
Ying Wu, Chuangtao Chen, Weihua Xiao +6
Given the stringent requirements of energy efficiency for Internet-of-Things edge devices, approximate multipliers, as a basic component of many processors and accelerators, have b…