PseudoSC: A Binary Approximation to Stochastic Computing within Latent Operation-Space for Ultra-Lightweight on-Edge DNNs-Reference-Cited by-同舟云学术

PseudoSC: A Binary Approximation to Stochastic Computing within Latent Operation-Space for Ultra-Lightweight on-Edge DNNs

Published:2023-07-09 Issue: Volume: Page:
ISSN:
Container-title:2023 60th ACM/IEEE Design Automation Conference (DAC)
language:
Short-container-title:

Author:

Wang Jihe¹,Wang Zhaoqing²,Wang Danghui³

Affiliation:

1. Northwestern Polytechnical University,School of Computer Science,Xi’an,China

2. Ministry of Education Northwestern Polytechnical University,Engineering Research Center of Embedded System Integration,Xi’an,China

3. Northwestern Polytechnical University,National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology,Xi’an,China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10247654/10247655/10247851.pdf?arnumber=10247851

Reference22 articles.

1. Energy efficient stochastic computing with Sobol sequences

2. HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks

3. Design and Analysis of Efficient Maximum/Minimum Circuits for Stochastic Computing

4. Runtime Long-Term Reliability Management Using Stochastic Computing in Deep Neural Networks

5. A Noise-Driven Heterogeneous Stochastic Computing Multiplier for Heuristic Precision Improvement in Energy-Efficient DNNs

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. Sparse Bayesian Tensor Completion for Data Recovery in Intelligent IoT Systems;IEEE Internet of Things Journal;2024-08-01

2. A Convolutional Neural Network Accelerator on FPGA for Crystallography Spot Screening;2024 10th IEEE International Conference on High Performance and Smart Computing (HPSC);2024-05-10

3. A Method for Anomaly Detection in Power Energy Topology Graph Data Based on Domain Knowledge Graph and Graph Neural Networks;2024 IEEE 10th Conference on Big Data Security on Cloud (BigDataSecurity);2024-05-10