December 2001
Volume 1, Issue 3
Vision Sciences Society Annual Meeting Abstract  |   December 2001
Using the unique criterion constraint to disentangle transducer nonlinearity from lack of noise constancy
Author Affiliations
  • Andrei Gorea
    Laboratoire de Psychologie Expérimentale, CNRS, Frances
  • Dov Sagi
    Department of Neurobiology/Brain Research, Weizmann Institute of Science, Rehovot, Israel
Journal of Vision December 2001, Vol.1, 437. doi:10.1167/1.3.437
  • Views
  • Share
  • Tools
    • Alerts
      This feature is available to authenticated users only.
      Sign In or Create an Account ×
    • Get Citation

      Andrei Gorea, Dov Sagi; Using the unique criterion constraint to disentangle transducer nonlinearity from lack of noise constancy. Journal of Vision 2001;1(3):437. doi: 10.1167/1.3.437.

      Download citation file:

      © ARVO (1962-2015); The Authors (2016-present)

  • Supplements

Human ability to detect an intensive change decreases with background intensity (Weber's law). Insofar as incremental thresholds reflect a constant S/N ratio, there are two possible extreme accounts for this behavior. The first holds that discrimination is limited by a constant internal noise, sigma (independent of the stimulus intensity, C), and that it decreases with C because of the compressive nonlinearity of the transducer. The second account assumes that, above threshold, sigma increases with the internal response R (and thus with C), while R is linear with C. We present here a psychophysical method to decide between these two views. The method takes advantage of a newly discovered constraint on human decision-making: in a detection task where multiple signals are presented with equal probabilities, observers use a unique decision criterion1. Four observers had to report the presence/absence of a 80 ms contrast increment (chosen to yield a d' close to 1.5) presented on either one of two suprathreshold 3 cpd Gabor pedestals displayed simultaneously within two cue-circles 1.6° to the left and right of fixation. Pedestals had equal or different contrasts ranging from 10 to 60%. One of the two circles persisted after the disappearance of all other items to indicate the event to be reported (partial report). In one case, increments yielding d'-s of about 1.5 and 2.5 presented on identical pedestals where used to confirm the unique criterion constraint (ucc) in all observers. The ucc requires that, when expressed as the z-score of False Alarms (zFA) scaled by the appropriate sigma-units, any two criteria c1, c2 assessed for two jointly presented pedestals, be equal: c1 = c2, with c1 = −zFA1(sigma1 and c2 = −zFA2(sigma2. Because zFAi is experimentally measurable, the noise ratio sigma2/sigma1 can also be estimated. The present results support the first account above: for contrasts up to 60%, sigma is practically constant, while the transducer displays the expected saturation.

1 GoreaSagi(2000) Proc. Natl. Academy USA, 97, 12380–12384

Gorea, A., Sagi, D.(2001). Using the unique criterion constraint to disentangle transducer nonlinearity from lack of noise constancy [Abstract]. Journal of Vision, 1( 3): 437, 437a,, doi:10.1167/1.3.437. [CrossRef]

This PDF is available to Subscribers Only

Sign in or purchase a subscription to access this content. ×

You must be signed into an individual account to use this feature.