Bayesian Circuit Implementation and its Application for AI era
Bayesian circuit implementation and its application are the first topic that can use his combined knowledge about the mixed and digital hardware implementation. Bayesian circuit is the physical implementation of Bayesian logic, which is the a branch of logic applied to decision making and inferential statistics that deals with probability inference. (refer to Whatis.com) Similar to the analog computer, Bayesian logic elements can be used to make solutions using complex inference process. Unlike the digital logics, each Bayesian logic elements can process multiple bit data; therefore, the energy consumption and silicon area can be greatly reduced.