ADIC: anomaly detection integrated circuit in 65-nm CMOS utilizing approximate computing

ADIC: anomaly detection integrated circuit in 65-nm CMOS utilizing approximate computing

In this paper, we present a low-power anomaly detection integrated circuit (ADIC) based on a one-class classifier (OCC) neural network. The ADIC achieves low-power operation through a combination of (a) careful choice of algorithm for online learning and (b) approximate computing techniques to lo...

Full description

Bibliographic Details
Main Authors: Kar, Bapi, Gopalakrishnan, Pradeep Kumar, Bose, Sumon Kumar, Roy, Mohendra, Basu, Arindam
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Electrical and electronic engineering
Anomaly Detection
Approximate Computing
Online Access:https://hdl.handle.net/10356/160503

Similar Items

Similar Items