Implicit prediction as a consequence of statistical learning DOI Creative Commons
Laura Batterink,

Sarah Hsiung,

Daniela Herrera-Chaves

et al.

Cognition, Journal Year: 2025, Volume and Issue: 258, P. 106088 - 106088

Published: Feb. 21, 2025

The sensory input that we encounter while navigating through each day is highly structured, containing patterns repeat over time. Statistical learning the process of becoming attuned to these and can facilitate online processing. These facilitation effects are often ascribed prediction, in which information about an upcoming event represented before it occurs. However, previously observed could also be due retrospective Here, using a speech-based segmentation paradigm, tested whether statistical leads prediction syllables. Specifically, probed for behavioural hallmark genuine given benefits processing when confirmed, but incurs costs if disconfirmed. In line with idea key outcome learning, found trade-off greater benefit predictable syllables was associated cost occurred "mismatch" context, outside their expected positions. This making predictions evident at both participant item (i.e., individual syllable) level. Further, did not emerge indiscriminately all stream, deployed selectively according trial-by-trial demands task. Explicit knowledge word required occur, suggesting operates largely implicitly. Overall, results provide novel evidence arises as natural consequence learning.

Language: Английский

Timescales of learning in prefrontal cortex DOI
Jacob A. Miller, Christos Constantinidis

Nature reviews. Neuroscience, Journal Year: 2024, Volume and Issue: 25(9), P. 597 - 610

Published: June 27, 2024

Language: Английский

Citations

3

Statistical learning of artificial orthographic regularity arises from coordinated activity across distinct brain regions DOI
Xiuhong Tong, Yating Lv, Tiantian Wang

et al.

Neuroscience, Journal Year: 2025, Volume and Issue: 568, P. 253 - 264

Published: Jan. 13, 2025

Language: Английский

Citations

0

Taking time: Auditory statistical learning benefits from distributed exposure DOI Creative Commons
Jasper de Waard, Louisa Bogaerts, Jan Theeuwes

et al.

Psychonomic Bulletin & Review, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 17, 2025

Abstract In an auditory statistical learning paradigm, listeners learn to partition a continuous stream of syllables by discovering the repeating syllable patterns that constitute speech stream. Here, we ask whether benefits from spaced exposure compared with massed exposure. longitudinal online study on Prolific, exposed 100 participants regularities in way (i.e., blocks spread out over 3 days) and another all lumped together single day). phase, listened streams composed pairs while responding target syllable. The groups exhibited equal during exposure, as indicated comparable response-time advantage for predictable syllables. However, terms resulting long-term knowledge, observed benefit Following 2-week delay period, tested participants’ knowledge forced-choice test. While both performed above chance, group had higher accuracy. Our findings speak importance timing structured input also outside laboratory (e.g., language development), imply current investigations likely underestimate human abilities.

Language: Английский

Citations

0

Enhancing retrieval capacity of the predictive brain through dorsolateral prefrontal cortex intervention DOI Creative Commons

Laura Szücs-Bencze,

Teodóra Vékony, Orsolya Pesthy

et al.

Cerebral Cortex, Journal Year: 2025, Volume and Issue: 35(2)

Published: Feb. 1, 2025

Extracting spatial or temporal patterns across experiences is essential for skill acquisition and predictive processes. The prefrontal cortex plays a central role in regulating competitive cognitive systems, with particular influence on executive functions, often opposing statistical learning. This regulatory function may account observed improvements the consolidation of regularities following inhibition dorsolateral via repetitive transcranial magnetic stimulation. However, whether access to previously acquired knowledge can similarly benefit from remains unclear. preregistered study investigated cortex's retrieving pre-existing regularities. Healthy human participants engaged an implicit probabilistic sequence learning task followed by 24-h period. Before retesting, they received either 1 Hz stimulation sham over left, right, bilateral 10 min. We that retrieval was enhanced Bilateral group compared Sham group. Our findings suggest facilitate knowledge, particularly when interhemispheric compensatory mechanisms are limited. These insights advance our understanding dynamic neural background inform strategies enhancement.

Language: Английский

Citations

0

Implicit prediction as a consequence of statistical learning DOI Creative Commons
Laura Batterink,

Sarah Hsiung,

Daniela Herrera-Chaves

et al.

Cognition, Journal Year: 2025, Volume and Issue: 258, P. 106088 - 106088

Published: Feb. 21, 2025

The sensory input that we encounter while navigating through each day is highly structured, containing patterns repeat over time. Statistical learning the process of becoming attuned to these and can facilitate online processing. These facilitation effects are often ascribed prediction, in which information about an upcoming event represented before it occurs. However, previously observed could also be due retrospective Here, using a speech-based segmentation paradigm, tested whether statistical leads prediction syllables. Specifically, probed for behavioural hallmark genuine given benefits processing when confirmed, but incurs costs if disconfirmed. In line with idea key outcome learning, found trade-off greater benefit predictable syllables was associated cost occurred "mismatch" context, outside their expected positions. This making predictions evident at both participant item (i.e., individual syllable) level. Further, did not emerge indiscriminately all stream, deployed selectively according trial-by-trial demands task. Explicit knowledge word required occur, suggesting operates largely implicitly. Overall, results provide novel evidence arises as natural consequence learning.

Language: Английский

Citations

0