[12p-B414-1~7] New developments in computing technique based on optical neural network

[12p-B414-4] Mathematical aspects and device implementation of reservoir computing

〇Gouhei Tanaka¹ (1.Univ. of Tokyo)

Keywords:Reservoir computing, Neural networks, Temporal information processing

Machine learning based on neural networks is a powerful technology for realization of artificial intelligence. Reservoir computing is one of the frameworks for machine learning methods capable of high-speed learning. In this presentation, I will first explain the concept and mathematical fundamentals of reservoir computing. Then I will introduce some studies on implementation of reservoir computing devices.