ADEPOS : a novel approximate computing framework for anomaly detection systems and its implementation in 65-nm CMOS

• Main Authors: Bose, Sumon Kumar, Kar, Bapi, Roy, Mohendra, Gopalakrishnan, Pradeep Kumar, Zhang, Lei, Patil, Aakash, Basu, Arindam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Edge Computing; Predictive Maintenance
• Online Access: https://hdl.handle.net/10356/155305
• Institution: Nanyang Technological University

To overcome the energy and bandwidth limitations of traditional IoT systems, 'edge computing' or information extraction at the sensor node has become popular. However, now it is important to create very low energy information extraction or pattern recognition systems. In this paper, we pre...