Association for Computing Machinery (ACM) - Design of power-efficient approximate multipliers for approximate artificial neural networks

2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)

Author(s): Vojtech Mrazek ; Syed Shakib Sarwar ; Lukas Sekanina ; Zdenek Vasicek ; Kaushik Roy
Publisher: Association for Computing Machinery (ACM)
Publication Date: 1 November 2016
Conference Location: Austin, TX, USA
Conference Date: 7 November 2016
Page(s): 1 - 7
ISBN (Electronic): 978-1-4503-4466-1
ISSN (Electronic): 1558-2434
DOI: 10.1145/2966986.2967021

Artificial neural networks (NN) have shown a significant promise in difficult tasks like image classification or speech recognition. Even well-optimized hardware implementations of digital NNs... View More