星野 孝総

The main topic is trying a fusion of the fuzzy theory and the machine learning system(Soft-Computing) on a Chip(SoC). SoC is an integrated circuit (IC) that integrates all components of a computer or other electronic system into a single chip. Soft-computing theorems are from a thinking human empirical knowledge processing of any cases. Our research is developing methods about Machine Learning system to work actions, like human behaviors. The machine learning system for moving and working, like the human being, is possible to implement on a Chip. About the system design for Machine Learning is the particular topic of the intelligent system research area. The development of computer gives us the convenience of human life. The home appliances have usually the intelligent systems, like Fuzzy and Neural Network, in recent years. On the industrial machines, many intelligent systems are implemented already, Machine learning, Fuzzy logic, Genetic Algorithms and so on. In many cases, the machine's intelligent system possible to learn human behaviors for the human supporting. Those phenomena are very complex and include vague information. Laboratory's work is developing methods about Machine Learning system to work actions, like human behaviors for SoC.