[18p-A410-1~8] FS.1 Focused Session "AI Electronics"

[18p-A410-4] Consideration on Network Complexity and Computing Capacity in RC Systems

〇Seiya Kasai¹ (1.Hokkaido Univ.)

Keywords:Reservoir computing, Network complexity, Computing capacity

We investigated the network complexity and the computing capacity in reservoir computing (RC) and extreme learning machine (ELM) in terms of the network motif. The theoretical analysis indicates that the small world network potentially has a high computing capacity. It also shows that complexity and randomness are distinguished from each other in terms of the RC and ELM computing capacity.