Divisive and Subtractive Mask Effects: Linking Psychophysics and Biophysics
Abstract
We describe an analogy between psychophysically measured effects in contrast masking, and the behavior of a simple integrate-and(cid:173) fire neuron that receives time-modulated inhibition. In the psy(cid:173) chophysical experiments, we tested observers ability to discriminate contrasts of peripheral Gabor patches in the presence of collinear Gabor flankers. The data reveal a complex interaction pattern that we account for by assuming that flankers provide divisive inhibi(cid:173) tion to the target unit for low target contrasts, but provide sub(cid:173) tractive inhibition to the target unit for higher target contrasts. A similar switch from divisive to subtractive inhibition is observed in an integrate-and-fire unit that receives inhibition modulated in time such that the cell spends part of the time in a high-inhibition state and part of the time in a low-inhibition state. The simi(cid:173) larity between the effects suggests that one may cause the other. The biophysical model makes testable predictions for physiological single-cell recordings.
Cite
Text
Zenger and Koch. "Divisive and Subtractive Mask Effects: Linking Psychophysics and Biophysics." Neural Information Processing Systems, 2000.Markdown
[Zenger and Koch. "Divisive and Subtractive Mask Effects: Linking Psychophysics and Biophysics." Neural Information Processing Systems, 2000.](https://mlanthology.org/neurips/2000/zenger2000neurips-divisive/)BibTeX
@inproceedings{zenger2000neurips-divisive,
title = {{Divisive and Subtractive Mask Effects: Linking Psychophysics and Biophysics}},
author = {Zenger, Barbara and Koch, Christof},
booktitle = {Neural Information Processing Systems},
year = {2000},
pages = {915-921},
url = {https://mlanthology.org/neurips/2000/zenger2000neurips-divisive/}
}