Title :
Gait generation characterized by the phase sensitive properties of synaptically coupled neurons
Author :
Luo, C. ; DeFranceschi, A.A. ; Clark, J.W. ; Canavier, C.C. ; Baxter, D.A. ; Byrne, J.H.
Author_Institution :
Dept. of Electr. Eng., Rice Univ., Houston, TX, USA
Abstract :
Although central pattern generators (CPGs) are ubiquitous neural elements that generate the rhythmic movements of many biological systems, the mechanisms that govern controlled pattern generation is often poorly understood. In order to gain insights into the behavior of CPGs, we utilize phase sensitivity of the modeled Aplysia R15 neuron, which was incorporated into a small neuron ring circuit. R15 neurons are bursting neurons that are phase sensitive to current input, external or synaptic. Our simple model circuit consists of three or four unidirectionally connected neurons that have inhibitory synapses. By adjusting the synaptic parameters, we demonstrate that a circuit can not only produce all conventional modes, it can easily switch between these modes by introducing brief external current stimuli to some of the neurons or by changing the synaptic parameters. The multistable modes that such a simple ring circuit can generate, and the ease with which it switches between the modes, indicate that such a simple circuit may serve as a useful example in modeling many different types of biological central pattern generators
Keywords :
gait analysis; neural nets; neurophysiology; sensitivity; R15 neurons; biological central pattern generators; biological systems; brief external current stimuli; bursting neurons; central pattern generators; controlled pattern generation; current input; gait generation; inhibitory synapses; modeled Aplysia R15 neuron; multistable modes; phase sensitive; phase sensitive properties; phase sensitivity; rhythmic movements; simple model circuit; simple ring circuit; small neuron ring circuit; synaptic; synaptic parameters; synaptically coupled neurons; ubiquitous neural elements; unidirectionally connected neurons; Anatomy; Biological system modeling; Biological systems; Character generation; Legged locomotion; Neurons; Partial response channels; Psychology; Switches; Switching circuits;
Conference_Titel :
[Engineering in Medicine and Biology, 1999. 21st Annual Conference and the 1999 Annual Fall Meetring of the Biomedical Engineering Society] BMES/EMBS Conference, 1999. Proceedings of the First Joint
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-5674-8
DOI :
10.1109/IEMBS.1999.802476