Hardware Implementation of an Improved Stochastic Computing Based Deep Neural Network Using Short Sequence Length
Author:
Funder
Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/8920/9242338/08972579.pdf?arnumber=8972579
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3. Accurate yet Efficient Stochastic Computing Neural Acceleration with High Precision Residual Fusion;2023 Design, Automation & Test in Europe Conference & Exhibition (DATE);2023-04
4. A Noise-Driven Heterogeneous Stochastic Computing Multiplier for Heuristic Precision Improvement in Energy-Efficient DNNs;IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems;2023-02
5. An Efficient Stochastic Convolution Accelerator based on Pseudo-Sobol Sequences;Proceedings of the 17th ACM International Symposium on Nanoscale Architectures;2022-12-07
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