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Using the response space instead of directly relying on detection candidates is beneficial for three reasons.
Using the response space, missing detections can be bridged by interpolation, as neighboring detections ensure that the sub-volume is sufficiently covered.
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Instead of relying on the candidate detections, which occur only every fourth frame, we use the continuous response space to find the location of the interaction in each frame by interpolating between detection frames.
The number of dimensions of the response space was reduced to two using principal component analysis.
This may suggest that the codebook organization into clusters is sufficiently robust, so that even when using a less accurate model of the neural responses one can identify the organization of the response space (see more in the 'Discussion').
(The decoding step is needed because the high dimensionality of the response space would lead to an inaccurate estimate of the information if the responses were used directly, as described by Rolls et al. 1997a and Rolls and Treves 1998).
Outlier GP practices (in the response space) were also identified.
We then used the responses to calculate a score per space, overall and per experience factor.
Usually, they duck well behind the baseline, counting on the distance to increase response time, using the extra space as a cushion against Williams's force.
An example of a hybrid measurement system is implemented, by using the frequency response technique, between two closely spaced discontinuities and compared with results obtained by using four acceleration measurements.
Asking "Would a woman feel comfortable walking here at dusk?" and getting an affirmative response likely means that most people will feel comfortable using the space.
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