Fig 5. Instantaneous model observers were simulated to separate effects of the input structure from internal biases.

Instantaneous model observers receive a stream of input signals (x_i; left) which goes through a local sigmoid input-output relation f(x_i) to define a probability of detection for each input (middle). The response is then determined by a coin-toss according to this probability resulting in a binary detection (right).