Variable-Precision Approximate Floating-Point Multiplier for Efficient Deep Learning Computation

Author:

Zhang Hao1ORCID,Ko Seok-Bum2ORCID

Affiliation:

1. Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China

2. Department of Electrical and Computer Engineering, University of Saskatchewan, Saskatoon, SK, Canada

Funder

University of Saskatchewan

Ocean University of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Cited by 9 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. Efficient Neural Network Compression through Booth Coding and Exponential of Two Quantization for Enhanced Inference Performance;2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM);2024-02-21

2. Performance optimized approximate multiplier architecture ST-AxM - based on statistical analysis and static compensation;Microelectronics Reliability;2023-12

3. Efficient Approximate 4-2 Compressors and Error Compensation Strategies for Approximate Multipliers;2023 6th International Conference on Electronics and Electrical Engineering Technology (EEET);2023-12-01

4. Approximate Computing: Hardware and Software Techniques, Tools and Their Applications;Journal of Circuits, Systems and Computers;2023-09-20

5. Accurate Low-Bit Length Floating-Point Arithmetic with Sorting Numbers;Neural Processing Letters;2023-09-15

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