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The WRAML3 is composed of verbal, visual, and attention-concentration subtests, which can be used to yield Immediate, Delayed and Recognition Verbal Memory Indexes; Immediate, Delayed and Recognition Memory Visual Memory Indexes; and an Attention-Concentration Index.
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The attentional concentration test (ACT) is a test for attentional concentration and also for intelligence. In the test, the person is repeatedly shown a bar of squares. There may be a colour bar such as for example underneath a dice bar such as for example underneath
During the first section of the test, the objective is to measure attention during a boring task. For adults, this section is 10.8 minutes long and the non-target is presented 3.5 times for every 1 time a target is presented. The second section of the test is a measure of attention while attending to a stimulating task (target frequent).
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A psychomotor vigilance task (PVT) is a sustained-attention, reaction-timed task that measures the consistency with which subjects respond to a visual stimulus.Research indicates increased sleep debt or sleep deficit correlates with deteriorated alertness, slower problem solving, declined psychomotor skills, and increased rate of false responses.
Scaled dot-product attention & self-attention. The use of the scaled dot-product attention and self-attention mechanism instead of a Recurrent neural network or Long short-term memory (which rely on recurrence instead) allow for better performance as described in the following paragraph. The paper described the scaled-dot production as follows:
Functionally, memory span is used to measure the number of discrete units over which the individual can successively distribute his attention and still organize them into a working unit. To generalize, it refers to the ability of an individual to reproduce immediately, after one presentation, a series of discrete stimuli in their original order ...