Title :
Oscillatory neural networks and their application to sensory-motor coordination and control in adaptive robots
Author :
Denham, M.J. ; Patel, S. ; Troup, L. ; Norman, M.
Author_Institution :
Plymouth Polytech. South West, UK
Abstract :
The authors research programme has concentrated on two areas: (i) investigation of the dynamic behaviour of networks composed of arrays of coupled nonlinear differential equations, each equation modelling the leaky integrator shunting dynamics of membrane potential; (ii) the development of an initial outline scheme for a sensory-motor coordination and control system for an intelligent robot based on oscillatory neural networks and synchronous association mechanisms. The authors discuss the background to the research and then present their preliminary results of simulation experiments (synchronised oscillations and chaotic behaviour) and of coordination and control system
Keywords :
adaptive control; feedback; neural nets; oscillations; position control; robots; chaotic behaviour; coupled nonlinear differential equations; dynamic behaviour; intelligent robot; leaky integrator shunting dynamics; membrane potential; oscillatory neural networks; sensory-motor coordination; simulation experiments; synchronised oscillations; synchronous association mechanisms;
Conference_Titel :
Artificial Neural Networks, 1991., Second International Conference on
Conference_Location :
Bournemouth
Print_ISBN :
0-85296-531-1