title: Simple cellular and network control principles govern complex patterns of motor behavior.
abstract: The vertebrate central nervous system is organized in modules that independently execute sophisticated tasks. Such modules are flexibly controlled and operate with a considerable degree of autonomy. One example is locomotion generated by spinal central pattern generator networks (CPGs) that shape the detailed motor output. The level of activity is controlled from brainstem locomotor command centers, which in turn, are under the control of the basal ganglia. By using a biophysically detailed, full-scale computational model of the lamprey CPG (10,000 neurons) and its brainstem/forebrain control, we demonstrate general control principles that can adapt the network to different demands. Forward or backward locomotion and steering can be flexibly controlled by local synaptic effects limited to only the very rostral part of the network. Variability in response properties within each neuronal population is an essential feature and assures a constant phase delay along the cord for different locomotor speeds.
authors.affiliation: School of Computer Science and Communication, Royal Institute of Technology, AlbaNova University Center, S-106 91 Stockholm, Sweden.
authors.forename: Alexander
authors.initials: A
authors.lastname: Kozlov
authors.forename: Mikael
authors.initials: M
authors.lastname: Huss
authors.forename: Anders
authors.initials: A
authors.lastname: Lansner
authors.forename: Jeanette Hellgren
authors.initials: JH
authors.lastname: Kotaleski
authors.forename: Sten
authors.initials: S
authors.lastname: Grillner
mesh_terms: D000818:Animals; D001479:Basal Ganglia / Q000033:anatomy & histology / Q000502:physiology; D001933:Brain Stem / Q000033:anatomy & histology / Q000502:physiology; D007798:Lampreys / Q000033:anatomy & histology / Q000502:physiology; D008124:Locomotion / Q000502:physiology*; D008959:Models, Neurological; D009415:Nerve Net / Q000502:physiology*; D016571:Neural Networks, Computer; D009474:Neurons / Q000166:cytology / Q000378:metabolism; D010507:Periodicity; D013550:Swimming