VLSI Architecture using Support Vector Machine-based Biometric Authentication

Support Vector Machine 기반 생체인식 전용 VLSI 구조

In this paper, we propose a VLSI architecture for computation of the SVM(Support Vector Machine) that has become established as a powerful technique for solving a variety of classification, regression, and so on. When we compare the proposed systolic arrays with the conventional method, our architecture exhibits a lot of advantages in terms of latency and throughput rate.