The Theoretical Channel Capacity of a Single Neuron as Determined by Various Coding Systems
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The information channel capacity of a model neuron with a fixed refractory period δ has been calculated for optimum continuous time interval coding. Two types of noise perturbations have been considered, a Gaussian probability distribution and a rectangular distribution of the time of occurrence of the response to a stimulus. Laboratory measurements indicate a Gaussian distribution with a standard deviation of latency σ, of about 5 μsec gives the best fit to an actual nerve fiber. This results in a maximum information transmission of slightly over 4000 bits per second. The results are compared with the discrete theory of MacKay and McCulloch.
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