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In order to avoid expensive distance computations caused by high dimensional input data, we reduce their dimensionality to one.
This method reduces the infinite dimensional input force vector to one with finite dimensions.
This approach is possible given the ability of DNNs to model such a high dimensional input.
Scaling studies have shown that for higher dimensional input patterns, membership change is unlikely during the second presentation epoch.
As a result, the most obvious merit of our SensFall is its low dimensional input data stream for data processing.
Occasionally in the psychology lab things go wrong, but basically we are very good at figuring out what out there in the world gave rise to this very high dimensional input.
Similar(42)
"Advanced three-dimensional input methods need to be developed to be incorporated in future testing protocols".
As a result, we collected 1,500 n-dimensional input vectors along with the corresponding 1,500 pressure values per each sector, and 10 independent measurements were implemented at each sector, so that the total training dataset consisted of 540,000 (1,500 × 36 × 10) n-dimensional input vectors for the 6 × 6 lattice.
Sensory systems extract behaviorally relevant information from a continuous stream of complex high-dimensional input signals.
Therefore, their use is restricted to at most two-dimensional input spaces.
The 3MRA model encompasses 966 multi-dimensional input variables, over 185 of which are explicitly stochastic.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com