Realization of Sustainable Efficient AI Systems


In mission-critical systems of infrastructure and medical systems, and so on, AI failures can cause serious malfunctions that can affect human lives, and thus AI must be fault tolerant. However, applying existing fault tolerant technologies to AI systems has problems that significantly increase area, power consumption, and cost. This project will establish a technology to realize a fault-tolerant AI that can detect sudden failures and continue to recognize them with sufficient accuracy with low computational power and a small area.