Reaction Time

Reaction time, the interval between stimulus presentation and response, is a crucial aspect of human behavior and cognitive processing, with research focusing on understanding its underlying mechanisms and predicting its variability across tasks and individuals. Current studies utilize diverse approaches, including spiking neural networks and deep learning models like transformers and recurrent neural networks, to model reaction time and its relationship to factors like task complexity, confidence, and multimodal sensory input. This research is significant for improving the design of human-computer interfaces, enhancing safety in areas like roadway work zones and autonomous driving, and advancing our understanding of brain function and decision-making processes.