Word familiarity and predictive context facilitate visual word processing, leading to faster recognition times and reduced neuronal responses. Previously, models with and without top-down connections, including lexical-semantic, pre-lexical (e.g., orthographic/phonological), and visual processing levels were successful in accounting for these facilitation effects. Here we systematically assessed context-based facilitation with a repetition priming task and explicitly dissociated pre-lexical and lexical processing levels using a pseudoword (PW) familiarization procedure. Experiment 1 investigated the temporal dynamics of neuronal facilitation effects with magnetoencephalography (MEG; = 38 human participants), while experiment 2 assessed behavioral facilitation effects ( = 24 human participants). Across all stimulus conditions, MEG demonstrated context-based facilitation across multiple time windows starting at 100 ms, in occipital brain areas. This finding indicates context-based facilitation at an early visual processing level. In both experiments, we furthermore found an interaction of context and lexical familiarity, such that stimuli with associated meaning showed the strongest context-dependent facilitation in brain activation and behavior. Using MEG, this facilitation effect could be localized to the left anterior temporal lobe at around 400 ms, indicating within-level (i.e., exclusively lexical-semantic) facilitation but no top-down effects on earlier processing stages. Increased pre-lexical familiarity (in PWs familiarized utilizing training) did not enhance or reduce context effects significantly. We conclude that context-based facilitation is achieved within visual and lexical processing levels. Finally, by testing alternative hypotheses derived from mechanistic accounts of repetition suppression, we suggest that the facilitatory context effects found here are implemented using a predictive coding mechanism.
Download full-text PDF |
Source |
---|---|
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6509571 | PMC |
http://dx.doi.org/10.1523/ENEURO.0321-18.2019 | DOI Listing |
Eur J Nucl Med Mol Imaging
January 2025
Department of Nuclear Medicine, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
Purpose: The potential of Large Language Models (LLMs) in enhancing a variety of natural language tasks in clinical fields includes medical imaging reporting. This pilot study examines the efficacy of a retrieval-augmented generation (RAG) LLM system considering zero-shot learning capability of LLMs, integrated with a comprehensive database of PET reading reports, in improving reference to prior reports and decision making.
Methods: We developed a custom LLM framework with retrieval capabilities, leveraging a database of over 10 years of PET imaging reports from a single center.
Traffic Inj Prev
November 2024
Department of Public Health, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
Objective: Road traffic injuries (RTIs) have been identified as a major public health problem worldwide. Motorcyclists are one of the most vulnerable groups in terms of injuries and fatalities in road traffic crashes. Not using a helmet and head and neck injuries are the main causes of death and disability among them.
View Article and Find Full Text PDFSensors (Basel)
September 2024
Graduate Program in Informatics, Federal University of Espírito Santo, Vitória 29075-910, ES, Brazil.
Robotic walking devices can be used for intensive exercises to enhance gait rehabilitation therapies. Mixed Reality (MR) techniques may improve engagement through immersive and interactive environments. This article introduces an MR-based multimodal human-robot interaction strategy designed to enable shared control with a Smart Walker.
View Article and Find Full Text PDFInfancy
October 2024
Department of Psychology, Lancaster University, Lancaster, UK.
Previous work has found that shy children show chance-level disambiguation and retention of novel word meanings in a typical lab-based word learning task. This effect could be explained in terms of shy children's aversion to unfamiliarity disrupting the requisite attentional processes, because the task is marked by a high degree of unfamiliarity. To test this argument, we examined whether increasing the familiarity of the task facilitates shy children's ability to form and retain word meanings.
View Article and Find Full Text PDFJ Migr Health
July 2024
Region Stockholm, Centre for Epidemiology and Community Medicine (CES, with Swedish acronym), Sweden.
Background: Forced migrants are at risk of developing mental illness, yet challenges remain with underutilization of mental healthcare among this population. This study examined the implementation of the Refugee Health Screener-13 (RHS-13) in the health assessment for forced migrants in eight primary health care centres in Stockholm Region, Sweden.
Methods: A mixed-methods convergent parallel design was used, combining nurses self-reported quantitative data on the levels and reasons for RHS-13 use in the health assessment with qualitative interview data on the barriers and facilitators for RHS-13 use.
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!