Knowledge is often highly specific to the conditions of acquisition, so there is limited transfer of learning from training to testing. A series of studies is reported examining specificity and transfer of learning in three very different tasks, including digit data entry, speeded aiming, and time...
"Decisions, decisions, decisions": transfer and specificity of decision-making skill between sports The concept of transfer of learning holds that previous practice or experience in one task or domain will enable successful performance in another related ... J Causer,PR Ford - 《Cognitive Processing...
The Transfer of Cognitive Skill Mark K. SingleyJohn R. Anderson Jan 1989 * The Study of Transfer * Transfer in the ACT* Theory * Lateral Transfer * Negative Transfer * Use Specificity of Procedural Knowledge * Simulating Analogical Transfer * Declarative Transfer * The Theory in Review * Repres...
Explore the transformative realm of transfer learning, reshaping the landscape of deep learning for unparalleled AI advancements.
The debate about the transfer of change of direction and agility training is a bit like the debate about general and specific training. Specificity is a critical factor, but not all general training is the same. And specific training can also be counterproductive if you don’t understand what ...
Another distinction involves the specificity of transfer effects (see Mandler, 1962). Performance of some initial task may have a highly selective influence on the performance of a particular transfer task, or it may influence performance on a broad class of transfer tasks. Some general transfer ef...
In this paper, we proposed a novel multi-scale convolutional sparse coding (MSCSC) method, that (I) automatically learns filter banks at different scales in a joint fashion with enforced scale-specificity of learned patterns; and (II) provides an unsupervised solution for learning transferable ...
[147] defined feature transferability based on its specificity to the domain in which it is trained and its generality. Multiple approaches have been proposed to compute and enhance feature transferability [97]–[100]. For example, Chen et al. [98] found that features with small singular values...
such as regioselective protection/deprotection of multiple hydroxyl groups or the stereospecificity of glycosylation reactions, is a very difficult task even for experienced carbohydrate chemists33,34, implying that this field of research might particularly benefit from computer-assisted reaction prediction to...
BACKGROUND: Recent experiments have demonstrated a remarkable amount of specificity in the learning of simple visual tasks in humans, as well as considerable plasticity of receptive fields in the visual cortex of adult monkeys. Here, we tested the specificity of improvement through learning in the ...