2019 International Conference On Computer Aided Design

The Premier Conference Devoted to Technical Innovations in Electronic Design Automation

November 4-7, 2019The Westin Westminster Westminster, CO

v class="event-details"> MP Associates, Inc.

TUESDAY November 06, 4:15pm - 6:15pm | Monte Carlo
EVENT TYPE: REGULAR SESSION

SESSION 7B
Synthesizing Neural, Parallel, and Approximate Logic
Moderator:
Paras Gupta - Qualcomm Technologies, Inc.
The emergence of machine learning and artificial intelligence presents new challenges to hardware design and synthesis. In this session, the first two papers present the synthesis of logic originated from neural networks: with binary weights or threshold logic. The third paper discusses the use of approximate computing in logic optimization with delay-driven approximate synthesis framework. The last paper demonstrates how to accelerate logic synthesis with AIG rewriting.

7B.1Logic Synthesis of Binarized Neural Networks for Efficient Circuit Implementation
 Speaker: Chia-Chih Chi - National Taiwan Univ.
 Authors: Chia-Chih Chi - National Taiwan Univ.
Jie-Hong Roland Jiang - National Taiwan Univ.
7B.2Canonicalization of Threshold Logic Representation and Its Applications
 Speaker: Siang-Yun Lee - National Taiwan Univ.
 Authors: Siang-Yun Lee - National Taiwan Univ.
Nian-Ze Lee - National Taiwan Univ.
Jie-Hong Roland Jiang - National Taiwan Univ.
7B.3DALS: Delay-Driven Approximate Logic Synthesis
 Speaker: Zhuangzhuang Zhou - Shanghai Jiao Tong Univ.
 Authors: Zhuangzhuang Zhou - Shanghai Jiao Tong Univ.
Yue Yao - Shanghai Jiao Tong Univ.
Shuyang Huang - Shanghai Jiao Tong Univ.
Sanbao Su - Shanghai Jiao Tong Univ.
Chang Meng - Shanghai Jiao Tong Univ.
Weikang Qian - Shanghai Jiao Tong Univ.
7B.4Unlocking Fine-Grain Parallelism for AIG Rewriting
 Speaker: Vinicius Possani - Federal University of Rio Grande do Sul
 Authors: Vinicius Possani - Federal University of Rio Grande do Sul
Yi-Shan Lu - Univ. of Texas at Austin
Alan Mishchenko - Univ. of California, Berkeley
Keshav Pingali - Univ. of Texas at Austin
Renato Ribas - Federal University of Rio Grande do Sul
André Reis - Federal University of Rio Grande do Sul