Dynamics and the single spike.
Responses of vestibular primary afferent neurons to head rotation exhibit fractional-order dynamics. As a consequence, the head tends to be in a localized region of its state-space at spike times of a particular neuron during arbitrary head movements, and single spikes can be interpreted as state measurements. We are developing a model of neural computations underlying trajectory prediction and control tasks, based on this experimental observation. This is a step toward a formal neural calculus in which single spikes are modeled realistically as the operands of neural computation.
Paulin
Michael G
MG
Zoology and Neuroscience Department, the University of Otago, Dunedin, New Zealand. mike.paulin@stonebow.otago.ac.nz
Hoffman
Larry F
LF
Assad
Christopher
C
D000200:Action Potentials / Q000502:physiology*; D000465:Algorithms; D000818:Animals; D019416:Head Movements / Q000502:physiology*; D016014:Linear Models; D008959:Models, Neurological; D009415:Nerve Net / Q000502:physiology*; D016571:Neural Networks, Computer; D009434:Neural Pathways / Q000502:physiology; D009475:Neurons, Afferent / Q000502:physiology*; D017711:Nonlinear Dynamics; D004856:Postural Balance / Q000502:physiology; D011892:Rana catesbeiana; D014726:Vestibular Nuclei / Q000502:physiology