AUTHOR=Harischandra Nalin , Knuesel Jeremei , Kozlov Alexander , Bicanski Andrej , Cabelguen Jean-Marie , Ijspeert Auke J., Ekeberg Örjan TITLE=Sensory Feedback Plays a Significant Role in Generating Walking Gait and in Gait Transition in Salamanders: A Simulation Study JOURNAL=Frontiers in Neurorobotics VOLUME=5 YEAR=2011 URL=https://www.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2011.00003 DOI=10.3389/fnbot.2011.00003 ISSN=1662-5218 ABSTRACT=
Here, we investigate the role of sensory feedback in gait generation and transition by using a three-dimensional, neuro-musculo-mechanical model of a salamander with realistic physical parameters. Activation of limb and axial muscles were driven by neural output patterns obtained from a central pattern generator (CPG) which is composed of simulated spiking neurons with adaptation. The CPG consists of a body-CPG and four limb-CPGs that are interconnected via synapses both ipsilaterally and contralaterally. We use the model both with and without sensory modulation and four different combinations of ipsilateral and contralateral coupling between the limb-CPGs. We found that the proprioceptive sensory inputs are essential in obtaining a coordinated