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In this study, we asked whether the nature of the object representation (orientation-dependent vs orientation-invariant) depends on the information-processing stages tapped by the task.
The primary goal of Renaissance artists and architects, he states, was not representation but orientation: how people locate themselves in space.
Unit quaternions are used as representation of orientation, preventing problems caused by the Euler singularity.
It was also noted that the spectrogram is a stationary representation the orientation and rotation features were not needed to be used for computation.
This representation of orientation by the rotation matrix allows to overcome the problem of singularities that appear in local parametrization such as Euler angles.
This is consistent with the representation of orientation selective cells found in V1 which are arranged in hypercolumns [7].
The limited transfer suggests that the representation was orientation specific, consistent with the multiple representation hypothesis.
It may be that such differences are important in the ultimate representation of orientation.
Both the likelihood and prior distributions are wrapped around the circumference of a circle of unit radius to give a proper representation of orientation.
We examined this issue in cat area 17 and found that our assumption of a homogenous representation of orientation was justified (see Supplementary Methods).
As expected, modulation depth was large (cf. colorbar) and also for those stimuli, we found a dominant representation of orientation change.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com