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Jul, 2023
深度神经网络架构中的数值系统:综述
Number Systems for Deep Neural Network Architectures: A Survey
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Ghada Alsuhli, Vasileios Sakellariou, Hani Saleh, Mahmoud Al-Qutayri, Baker Mohammad...
TL;DR
本篇论文综述了替代数字系统对于提升深度神经网络计算效率的重要性,讨论了使用这些系统所面临的挑战和相应的解决方案,并突出了各种数字系统在DNN性能上的影响和各种设计方面。
Abstract
Deep
neural networks
(DNNs) have become an enabling component for a myriad of
artificial intelligence
applications. DNNs have shown sometimes superior performance, even compared to humans, in cases such as self-d
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