As previously done in earlier Bubbles studies [197,201,202], Vermaercke and Op de Beeck also compared rat behavioral template to the "optimal" template obtained by simulating an ideal observer.
When the behavioral template was computed using only these trials, a diagnostic region emerged in the top part of the stimuli (see Fig. 9C, left) that was partially overlapping with the one obtained for the ideal observer (see Fig. 9C, right).
Finally, the authors reduced the size of the stimuli by 50%, trained the rats to discriminate these scaled versions of the shapes in spite of translations over the displays (equally applied to both shapes), and finally applied the bubble masks to obtain the behavioral template used during the position-invariant task (which turned out to be quite similar to the one obtained earlier).
As described in [197], the bubble masks leading to correct identification were summed and then divided by the sum of all the masks, yielding what the authors called a "behavioral template", i.e., a map showing, for each pixel over the image plane, the likelihood for the shapes to be correctly discriminated when that pixel was visible through the masks.
The behavioral intervention template incorporated the Diabetes Prevention Program and the Look AHEAD trial materials.
There are many cognitive behavioral therapy thought record templates available online, including here and here.
The results of the experiments demonstrated the applicability and robustness of the developed working motion templates and the behavioral recognition system with the motion templates to recognize the three behavior category types.
In this study, we developed 44 working motion detector templates and a behavioral recognition system with the motion templates to recognize worker behaviors, such as turning, squatting, and moving arms, performed by a worker along furrows in the cultivated field of peas.
The behavioral recognition system with the motion templates could recognize the three behavior category types could be robustly determined with the total recognition rate of 80.5%.
We further postulated that variability in this template would account for behavioral variability in AP ability.
They used these features to create templates that represent each person's behavioral patterns.
