This project implemented the oscillatory network as presented by Matsuoka et al in order to control a bipad walking robot and snake crawling robot in two different challenging tasks. Central pattern generators (CPGs) are self-organizing biological neural circuits that produce rhythmic outputs. These output can be used to control of locomotion in bio-inspired robots. This mechansim can bring interesting insights on how to gain inspiration from the biological systems in order to build more robust and natural behavouir in robots’ movement. The project implemented a CPG model in microcontroller chip using arduino and connceted it to control the robots to perform the optimised outputs for two tasks.