We combined behavioral and electrophysiological measures to find out whether redundancy gain effects in pop-out visual search are exclusively determined by bottom-up salience or are modulated by top-down task search goals. Search arrays contained feature singletons that could be defined in a single dimension (color or shape) or redundantly in both dimensions. In the baseline condition, both color and shape were task-relevant, and behavioral redundancy gain effects were accompanied by an earlier onset of the N2pc component for redundant as compared to single-dimension targets. This demonstrates that redundancy gains are generated at an early visual-perceptual level of processing. In the color target and shape target conditions, only one dimension was task-relevant, while the other could be ignored. In these two conditions, behavioral and electrophysiological redundancy gains were eliminated. We conclude that redundant-signals effects in pop-out visual search are not driven by bottom-up salience but are instead strongly dependent on top-down task set.
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http://dx.doi.org/10.1167/11.14.10 | DOI Listing |
Stroke is a leading cause of disability among adults, and any treatment that improves functional outcome, like higher intensity of rehabilitation therapy, can significantly reduce its financial burden. Clinicians on a stroke rehabilitation ward are expected to track and nationally report on rehabilitation time to contribute to the Sentinel Stroke National Audit Programme (SSNAP), a process that was manual, paper-based, time-consuming and redundant, which in turn impacted on a reduction in clinical time to provide stroke rehabilitation. We aimed to release 20% of clinical time by reducing inefficiencies within their time management and reporting process, ensuring that clinicians had more time available for direct patient care.
View Article and Find Full Text PDFNat Commun
January 2025
National Key Laboratory of Advanced Micro and Nano Manufacture Technology, School of Materials Science and Engineering, Peking University, Beijing, China.
On-site or in-sensor biosignal transduction and amplification can offer several benefits such as improved signal quality, reduced redundant data transmission, and enhanced system integration. Ambipolar organic electrochemical transistors (OECTs) are promising for this purpose due to their high transconductance, low operating voltage, biocompatibility, and suitability for miniaturized amplifier design. However, limitations in material performance and stability have hindered their application in biosignal amplification.
View Article and Find Full Text PDFComput Biol Med
December 2024
Faculty of Engineering, Computing and the Environment, Kingston University, Penrhyn Road Campus, Kingston Upon Thames, London, KT1 2EE, UK.
In recent years, gene expression data analysis has gained growing significance in the fields of machine learning and computational biology. Typically, microarray gene datasets exhibit a scenario where the number of features exceeds the number of samples, resulting in an ill-posed and underdetermined equation system. The presence of redundant features in high-dimensional data leads to suboptimal performance and increased computational time for learning algorithms.
View Article and Find Full Text PDFHeliyon
May 2024
School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India.
Heliyon
November 2024
Wolaita Sodo University, Natural and Computational Sciences College, Biology Department, PO Box 138, Wolaita Sodo, Ethiopia.
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