Cost-benefit tradeoff mediates the transition from rule-based to memory-based processing during practice. by Guochun Yang, Jiefeng Jiang

“…Model comparisons using behavioral data show that strategy transitions are better explained by a cost-benefit analysis across alternative strategies rather than solely on memory strength. …”
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AraEyebility: Eye-Tracking Data for Arabic Text Readability by Ibtehal Baazeem, Hend Al-Khalifa, Abdulmalik Al-Salman

“…Research in cognitive psychology, which uses behavioral data such as eye-tracking and electroencephalogram signals, has shown its effectiveness in detecting cognitive activities that correlate with text difficulty during reading. …”
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Deep autoencoder-based behavioral pattern recognition outperforms standard statistical methods in high-dimensional zebrafish studies. by Adrian J Green, Lisa Truong, Preethi Thunga, Connor Leong, Melody Hancock, Robyn L Tanguay, David M Reif

“…To accomplish this goal, we have trained semi-supervised deep autoencoders using behavior data from unexposed larval zebrafish to extract quintessential "normal" behavior. …”
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Validating Age-Related Functional Imaging Changes in Verbal Working Memory with Acute Stroke by Timothy B. Meier, Lin Naing, Lisa E. Thomas, Veena A. Nair, Argye E. Hillis, Vivek Prabhakaran

“…While functional imaging displays what brain areas are active during tasks, it cannot demonstrate what brain regions are necessary for task performance. We used behavioral data from acute stroke patients to test the hypothesis that older adults need both hemispheres for a verbal working memory task that is predominantly left-lateralized in younger adults. …”
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Frontal Pole, Cingulate Gyrus, and Precuneus Cortex Represent the Confidence Level in Prediction of Other's Risky Decision-Making. by Ahmad Shoaa Haghighi, Soroush Safari, Elahe Oloumi, Hadis Jameei, Gholam Ali Hossein Zadeh, Abdol-Hossein Vahabie

“…Results: The results indicate that the frontal pole cortex (FPC), cingulate gyrus, and precuneus cortex activities are correlated with the confidence of people in their predictions (P<0.0005; cluster size, k>75). Using behavioral data, we found that When participants answer correctly, their confidence level as a metacognition factor increases simultaneously and vice versa. …”
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EEG-Based Multi-Level Mental State Classification Using Partial Directed Coherence and Graph Convolutional Networks: Impact of Binaural Beats on Stress Mitigation by Yara Badr, Fares Al-Shargie, M. N. Afzal Khan, Nour Faris Ali, Usman Tariq, Fadwa Almughairbi, Fabio Babiloni, Hasan Al-Nashash

“…Mental states were assessed using behavioral data: reaction time to stimuli (RT) and target detection accuracy, subjective reports: Perceived Stress Scale scores (PSS-10), biochemical indicators: salivary cortisol levels, and neurophysiological measure: EEG effective connectivity via Partial Directed Coherence (PDC). …”
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Hand Motion Control Ability Between Young and Older Adults: Comparative Study by Jung-Soon Kim, Hui-Jun Kim, Minju Kim, Sung-Hee Kim

“… BackgroundAge-related differences in motor skills have been extensively studied, with growing interest in using behavioral data for cognitive assessment. Compared to traditional tools like the Mini-Mental State Examination or Cognitive Impairment Screening Test, behavior-based methods offer the advantage of shorter testing durations, less learning effects, and continuous data tracking. …”
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