An accurate and fair evaluation methodology for SNN-based inferencing with full-stack hardware design space explorations

• DOI: 10.1016/j.neucom.2021.05.020
• Publication Date: 2021-05-11T02:57:09Z
• Authors: Hunjun Lee; Chanmyeong Kim; Seungho Lee; Eunjin Baek; Jangwoo Kim
• Keywords: 0202 electrical engineering, electronic engineering, information engineering; 02 engineering and technology

Highlights • Existing SNN evaluations are inaccurate due to limited design point considerations. • We identify principle design points to thoroughly represent SNN design space. • We conduct solid e...