INFORMATION TRANSFER RATE OF NEURONS: STOCHASTIC RESONANCE OF SHANNON'S INFORMATION CHANNEL CAPACITY Academic Article uri icon

abstract

  • The information channel capacity of neurons is calculated in the stochastic resonance region using Shannon's formula. This quantity is an effective measure of the quality of signal transfer, unlike the information theoretic calculations previously used, which only characterize the entropy of the output and not the rate of information transfer. The Shannon channel capacity shows a well pronounced maximum versus input noise intensity. The location of the maximum is at a higher input noise level than has been observed for classical measures, such as signal-to-noise ratio.

published proceedings

  • Fluctuation and Noise Letters

author list (cited authors)

  • KISH, L. B., HARMER, G. P., & ABBOTT, D.

citation count

  • 41

complete list of authors

  • KISH, LASZLO B||HARMER, GREGORY P||ABBOTT, DEREK

publication date

  • January 2001