Low Complex & High Accuracy Computation Approximations to Enable On-Device RNN Applications

Author:

Pasupuleti Sirish Kumar,Gadde Raj Narayana,Rajagopal Vasanthakumar,Vishnoi Ashok,Sekhar N Chandra,Kumar R Chandra,Miniskar Narasinga Rao

Publisher

IEEE

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. GEBA: Gradient-Error-Based Approximation of Activation Functions;IEEE Journal on Emerging and Selected Topics in Circuits and Systems;2023-12

2. Hardware-Friendly Activation Function Designs and Its Efficient VLSI Implementations for Transformer-Based Applications;2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS);2023-06-11

3. A Modular Approximation Methodology for Efficient Fixed-Point Hardware Implementation of the Sigmoid Function;IEEE Transactions on Industrial Electronics;2022-10

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