Z
Zhourui Song
Researcher at Beijing University of Posts and Telecommunications
Publications - 3
Citations - 139
Zhourui Song is an academic researcher from Beijing University of Posts and Telecommunications. The author has contributed to research in topics: Block floating-point & Sign bit. The author has an hindex of 3, co-authored 3 publications receiving 72 citations.
Papers
More filters
Journal ArticleDOI
High-Performance FPGA-Based CNN Accelerator With Block-Floating-Point Arithmetic
TL;DR: An optimized block-floating-point (BFP) arithmetic is adopted in the accelerator for efficient inference of deep neural networks in this paper, and improves the energy and hardware efficiency by three times.
Proceedings Article
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design
TL;DR: In this article, the effects of word width definitions in block floating point (BFP) arithmetics on the performance of CNNs were investigated and the noise-to-signal ratio (NSR) upper bound was derived.
Posted Content
Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design
TL;DR: In this article, the effects of word width definitions in block floating point (BFP) arithmetics in CNN accelerators have been verified and the noise-to-signal ratio (NSR) upper bound was derived.