Association for Computing Machinery (ACM) - AXNet: ApproXimate computing using an end-to-end trainable neural network

2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Author(s): Zhenghao Peng ; Xuyang Chen ; Chengwen Xu ; Naifeng Jing ; Xiaoyao Liang ; Cewu Lu ; Li Jiang
Publisher: Association for Computing Machinery (ACM)
Publication Date: 1 November 2018
Conference Location: San Diego, CA, USA
Conference Date: 5 November 2018
Page(s): 1 - 8
ISBN (Electronic): 978-1-4503-5950-4
ISSN (Electronic): 1558-2434

Neural network based approximate computing is a universal architecture promising to gain tremendous energy-efficiency for many error resilient applications. To guarantee the approximation quality,... View More