A diffusion model of a neuron and neural nets.
In the paper a diffusion model of a neuron is treated. A new, less restrictive than usually, condition of applicability of a diffusion model is presented. As a result the point-process-to-point-process model of a neuron is obtained, which produces an output signal of the same kind as the accepted input signals.
Dabrowski
L
L
Institute of Automatic Control, Warsaw University of Technology, Poland.
D000200:Action Potentials; D003491:Cybernetics; D004058:Diffusion; D008564:Membrane Potentials; D008959:Models, Neurological; D009415:Nerve Net / Q000502:physiology*; D009474:Neurons / Q000502:physiology*; D016012:Poisson Distribution; D013269:Stochastic Processes