Keynote Speech: Information processing hardware, physical reservoir computing and complex-valued neural networks

First we discuss the essence of neural networks, which are the bases of modern artificial intelligence (AI), to examine the relationship between the neural fundamental framework and the present hardware. Then, in this context, we review reservoir computing and complex-valued neural networks.