Towards acceleration of deep convolutional neural networks using stochastic computing

Author:

Li Ji,Ren Ao,Li Zhe,Ding Caiwen,Yuan Bo,Qiu Qinru,Wang Yanzhi

Publisher

IEEE

Cited by 53 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. Signal processing with delta-sigma modulated bitstreams for artificial neurons;2024 IEEE 54th International Symposium on Multiple-Valued Logic (ISMVL);2024-05-28

2. ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25

3. Signed Convolution in Photonics with Phase-Change Materials using Mixed-Polarity Bitstreams;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

4. Multiplexer Optimization for Adders in Stochastic Computing;Proceedings of the 18th ACM International Symposium on Nanoscale Architectures;2023-12-18

5. ESSM: Extended Synaptic Sampling Machine With Stochastic Echo State Neuro-Memristive Circuits;IEEE Journal on Emerging and Selected Topics in Circuits and Systems;2023-12

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