Hiroyuki Torikai

A novel hardware-efficient liquid state machine of non-simultaneous CA-based neurons for spatio-temporal pattern recognition

2023

In this paper, a novel liquid state machine (LSM) comprising neurons whose nonlinear dynamics are described by a non-simultaneous cellular automaton (CA) is proposed. The proposed LSM is applied to a supervised classification task. It …