Probabilistic Circuit Architecture Using Statistical Learning

• Main Author: Amir Faiz Bin Ab Malik, Amir Faiz
• Format: Final Year Project
• Language: English
• Published: 2010
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://utpedia.utp.edu.my/217/1/Amir_Faiz_Bin_Ab_Malik.pdf; http://utpedia.utp.edu.my/217/

The main achievement of this project is the generalization of probabilistic circuit architecture. In other words, in mapping MRF into CMOS circuitry, one must fulfill two requirements; first bistable storage element for each logic state and second feedback network for belief propagation.