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The contribution of motor identity prediction to temporal binding.
J Exp Psychol Hum Percept Perform
January 2025
Institute of Psychology, UMIT TIROL-Private University for Health Sciences and Health Technology.
Temporal binding describes an illusory compression of time between voluntary actions and their effects. In two experiments, using stable, preexisting action-effect associations, we investigated whether motor identity prediction (prediction of the effect's identity) enhances temporal binding. Touch-typists performed keystrokes and were presented with congruent (corresponding letter) or incongruent (noncorresponding letter) effects after different intervals.
View Article and Find Full Text PDFProCAPTCHA: A profile-based CAPTCHA for personal password authentication.
PLoS One
December 2024
Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok, Thailand.
CAPTCHA was introduced decades ago to distinguish between humans and bots. However, solving CAPTCHA has been a challenging issue for intruders. Various techniques, such as 3rd-party attacks, have been invented to break CAPTCHA.
View Article and Find Full Text PDFKeyGAN: Synthetic keystroke data generation in the context of digital phenotyping.
Comput Biol Med
January 2025
Area 2 AI Corporation, 245 Main Street, Cambridge, 02142, MA, United States.
Objective: This paper aims to introduce and assess KeyGAN, a generative modeling-based keystroke data synthesizer. The synthesizer is designed to generate realistic synthetic keystroke data capturing the nuances of fine motor control and cognitive processes that govern finger-keyboard kinematics, thereby paving the way to support biomarker development for psychomotor impairment due to neurodegeneration.
Methods: KeyGAN is designed with two primary objectives: (i) to ensure high realism in the synthetic distributions of the keystroke features and (ii) to analyze its ability to replicate the subtleties of natural typing for enhancing biomarker development.
Evaluation of tolerability and safety of transcranial electrical stimulation with gel particle electrodes in healthy subjects.
Front Psychiatry
November 2024
Application Technology Center of Physical Therapy to Brain Disorders, Institute of Advanced Technology, University of Science & Technology of China, Hefei, China.
Background: With the advancement of transcranial electrical stimulation (tES) technology, an increasing number of stimulation devices and treatment protocols have emerged. However, safety and tolerability remain critical concerns before new strategies can be implemented. Particularly, the use of gel particle electrodes brings new challenges to the safety and tolerability of tES, which hinders its widespread adoption and further research.
View Article and Find Full Text PDFRobust remote detection of depressive tendency based on keystroke dynamics and behavioural characteristics.
Sci Rep
November 2024
Department of Biomedical Engineering and Biotechnology, Khalifa University of Science and Technology, Abu Dhabi, UAE.
Depressive Disorder (DD) is a leading cause of disability worldwide. Screening tools for detecting DD symptoms are essential for monitoring and efficient managing. Remarkably, individuals' kinetic activities, including their interaction with touchscreen smartphones, can be a proxy for their mental status.
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