TY - JOUR
T1 - Neural coding of naturalistic motion stimuli
AU - Lewen, G. D.
AU - Bialek, W.
AU - De Ruyter Van Steveninck, R. R.
PY - 2001/8
Y1 - 2001/8
N2 - We study a wide-field motion-sensitive neuron in the visual system of the blowfly Calliphora vicina. By rotating the fly on a stepper motor outside in a wooded area, and along an angular motion trajectory representative of natural flight, we stimulate the fly's visual system with input that approaches the natural situation. The neural response is analysed in the framework of information theory, using methods that are free from assumptions. We demonstrate that information about the motion trajectory increases as the light level increases over a natural range. This indicates that the fly's brain utilizes the increase in photon flux to extract more information from the photoreceptor array, suggesting that imprecision in neural signals is dominated by photon shot noise in the physical input, rather than by noise generated within the nervous system itself.
AB - We study a wide-field motion-sensitive neuron in the visual system of the blowfly Calliphora vicina. By rotating the fly on a stepper motor outside in a wooded area, and along an angular motion trajectory representative of natural flight, we stimulate the fly's visual system with input that approaches the natural situation. The neural response is analysed in the framework of information theory, using methods that are free from assumptions. We demonstrate that information about the motion trajectory increases as the light level increases over a natural range. This indicates that the fly's brain utilizes the increase in photon flux to extract more information from the photoreceptor array, suggesting that imprecision in neural signals is dominated by photon shot noise in the physical input, rather than by noise generated within the nervous system itself.
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U2 - 10.1088/0954-898X/12/3/305
DO - 10.1088/0954-898X/12/3/305
M3 - Article
C2 - 11563532
AN - SCOPUS:0012935821
SN - 0954-898X
VL - 12
SP - 317
EP - 329
JO - Network: Computation in Neural Systems
JF - Network: Computation in Neural Systems
IS - 3
ER -