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invariances

  • plural
    of invariance.
    invariance
    noun
    the property of being invariant or of not being altered by transformations or other operations in mathematics or physics, such as rotation or translation.

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"Classically, the way that we have thought about sensory systems is that they build up invariances to all those sources of variation that different examples of the same thing can have," Feather says.

From Science Daily Oct. 16, 2023

This suggests that these models build up their own idiosyncratic "invariances" -- meaning that they respond the same way to stimuli with very different features.

From Science Daily Oct. 16, 2023

The researchers wondered if deep neural networks that are trained to perform classification tasks might develop similar invariances.

From Science Daily Oct. 16, 2023

"The key inference from that is that these models seem to have what we call idiosyncratic invariances," McDermott says.

From Science Daily Oct. 16, 2023

The findings suggest that the models have somehow developed their own invariances that are different from those found in human perceptual systems.

From Science Daily Oct. 16, 2023

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