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J Neurophysiol 94: 1761-1769, 2005. First published May 25, 2005; doi:10.1152/jn.00308.2005
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Motion Adaptation Leads to Parsimonious Encoding of Natural Optic Flow by Blowfly Motion Vision System

J. Heitwerth1, R. Kern1, J. H. van Hateren2 and M. Egelhaaf1

1Department of Neurobiology, Faculty for Biology, Bielefeld University, Bielefeld, Germany; and 2Department of Neurobiophysics, University of Groningen, Groningen, The Netherlands

Submitted 23 March 2005; accepted in final form 18 May 2005

Neurons sensitive to visual motion change their response properties during prolonged motion stimulation. These changes have been interpreted as adaptive and were concluded, for instance, to adjust the sensitivity of the visual motion pathway to velocity changes or to increase the reliability of encoding of motion information. These conclusions are based on experiments with experimenter-designed motion stimuli that differ substantially with respect to their dynamical properties from the optic flow an animal experiences during normal behavior. We analyze for the first time motion adaptation under natural stimulus conditions. The experiments are done on the H1-cell, an identified neuron in the blowfly visual motion pathway that has served in many previous studies as a model system for visual motion computation. We reconstructed optic flow perceived by a blowfly in free flight and used this behaviorally generated optic flow to study motion adaptation. A variety of measures (variability in spike count, response latency, jitter of spike timing) suggests that the coding quality does not improve with prolonged stimulation. However, although the number of spikes decreases considerably during stimulation with natural optic flow, the amount of information that is conveyed stays nearly constant. Thus the information per spike increases, and motion adaptation leads to parsimonious coding without sacrificing the reliability with which behaviorally relevant information is encoded.


Address for reprint requests and other correspondence: J. Heitwerth, Department of Neurobiology, Faculty for Biology, Bielefeld University, D33501 Bielefeld, Germany (E-mail: jochen.heitwerth{at}uni-bielefeld.de)




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