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Attention is best described as the sustained focus of cognitive resources on information while filtering or ignoring extraneous information. Attention is a very basic function that often is a precursor to all other neurological/cognitive functions. As is frequently the case, clinical models of attention differ from investigation models.
The off-diagonal dominance shows that the attention mechanism is more nuanced. On the first pass through the decoder, 94% of the attention weight is on the first English word I, so the network offers the word je. On the second pass of the decoder, 88% of the attention weight is on the third English word you, so it offers t'.
Attention seeking, behavior which is intended to attract attention from others; Attention span, the amount of time a person can concentrate on a single activity; Selective attention, the process by which only a subset of stimuli received by our sensory organs are selected to enter the consciousness
Concretely, let the multiple attention heads be indexed by , then we have (,,) = [] ((,,)) where the matrix is the concatenation of word embeddings, and the matrices ,, are "projection matrices" owned by individual attention head , and is a final projection matrix owned by the whole multi-headed attention head.
One study said that on average, we say around 500-700 words of actual value per day. Ain’t much, if you ask me, but today we’ll be looking at the best or the most viral of those around the ...
Attention can be guided by top-down processing or via bottom up processing. Posner's model of attention includes a posterior attentional system involved in the disengagement of stimuli via the parietal cortex, the shifting of attention via the superior colliculus and the engagement of a new target via the pulvinar. The anterior attentional ...
Attentional bias refers to how a person's perception is affected by selective factors in their attention. [1] Attentional biases may explain an individual's failure to consider alternative possibilities when occupied with an existing train of thought. [2]
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