Visual statistical learning in children and adults: evidence from probability cueing.
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DOI: 10.1007/s00426-020-01445-7
Abstract: In visual statistical learning (VSL), one can extract and exhibit memory for the statistical regularities of target locations in an incidental manner. The current study examined the development of VSL using the probability cueing paradigm… read more here.
Keywords: probability; probability cueing; children adults; statistical learning ... See more keywords
Statistical learning based fully homomorphic encryption on encrypted data
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DOI: 10.1007/s00500-016-2296-6
Abstract: Statistical learning has been widely used in many fields, such as science, engineering and finance, to extract important patterns, trends, and understand “what the data say”. Privacy of statistical learning, i.e., user and sensitive data,… read more here.
Keywords: encrypted data; computation; fully homomorphic; statistical learning ... See more keywords
Quantum Statistical Learning via Quantum Wasserstein Natural Gradient
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DOI: 10.1007/s10955-020-02682-1
Abstract: In this article, we introduce a new approach towards the statistical learning problem $$\mathrm{argmin}_{\rho (\theta ) \in {\mathcal {P}}_{\theta }} W_{Q}^2 (\rho _{\star },\rho (\theta ))$$ argmin ρ ( θ ) ∈ P θ W… read more here.
Keywords: quantum; quantum wasserstein; wasserstein natural; statistical learning ... See more keywords
Neurocognitive Correlates of Statistical Learning of Orthographic–Semantic Connections in Chinese Adult Learners
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DOI: 10.1007/s12264-020-00500-y
Abstract: We examined the neural correlates of the statistical learning of orthographic–semantic connections in Chinese adult learners. Visual event-related potentials (ERPs) were recorded while participants were exposed to a sequence of artificial logographic characters containing semantic… read more here.
Keywords: correlates statistical; learning orthographic; statistical learning; orthographic semantic ... See more keywords
Statistical learning and auditory processing in children with music training: An ERP study
Sign Up to like & getrecommendations! Published in 2017 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2017.04.010
Abstract: OBJECTIVE The question whether musical training is associated with enhanced auditory and cognitive abilities in children is of considerable interest. In the present study, we compared children with music training versus those without music training… read more here.
Keywords: children music; auditory; training; statistical learning ... See more keywords
New music system reveals spectral contribution to statistical learning
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DOI: 10.1016/j.cognition.2022.105071
Abstract: Knowledge of speech and music depends upon the ability to perceive relationships between sounds in order to form a stable mental representation of statistical structure. Although evidence exists for the learning of musical scale structure… read more here.
Keywords: harmonics; exposure; statistical structure; statistical learning ... See more keywords
Statistical learning in the absence of explicit top-down attention
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DOI: 10.1016/j.cortex.2020.07.006
Abstract: Recently it has been shown that statistical learning of regularities presented in a display can bias attentional selection, such that attentional capture by salient objects is reduced by suppressing the location where these distractors are… read more here.
Keywords: absence explicit; statistical learning; attention; top attention ... See more keywords
Statistical learning of speech sounds is most robust during the period of perceptual attunement.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of experimental child psychology"
DOI: 10.1016/j.jecp.2017.05.013
Abstract: Although statistical learning has been shown to be a domain-general mechanism, its constraints, such as its interactions with perceptual development, are less well understood and discussed. This study is among the first to investigate the… read more here.
Keywords: speech sounds; distributional learning; statistical learning; learning speech ... See more keywords
Integrating statistical learning into cognitive science
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DOI: 10.1016/j.jml.2020.104167
Abstract: Abstract Over the last two decades statistical learning (SL) has evolved into a key explanatory mechanism underlying the incidental learning of regularities across different domains of cognition, such as language, visual and auditory perception, and… read more here.
Keywords: learning cognitive; research; integrating statistical; cognitive science ... See more keywords
The infant motor system predicts actions based on visual statistical learning
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DOI: 10.1016/j.neuroimage.2017.12.016
Abstract: &NA; Motor theories of action prediction propose that our motor system combines prior knowledge with incoming sensory input to predict other people's actions. This prior knowledge can be acquired through observational experience, with statistical learning… read more here.
Keywords: motor system; statistical learning; motor; infant ... See more keywords
Effects of tDCS on visual statistical learning
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DOI: 10.1016/j.neuropsychologia.2020.107652
Abstract: Visual statistical learning describes the encoding of structure in sensory input, and it has important consequences for cognition and behaviour. Higher-order brain regions in the prefrontal and posterior parietal cortices have been associated with statistical… read more here.
Keywords: learning; tdcs visual; statistical learning; visual statistical ... See more keywords