Voltage Imaging
Voltage imaging is a technique used to measure the electrical activity of neurons or other systems by detecting changes in fluorescence intensity, enabling high-speed recording of membrane potentials. Current research focuses on improving data processing speed and accuracy through advanced algorithms like real-time neuron segmentation and the application of machine learning models, including transformers and physics-informed neural networks, to enhance signal analysis and interpretation. These advancements are crucial for improving the reliability and efficiency of voltage imaging, with applications ranging from neuroscience to power quality monitoring and battery performance prediction.
Papers
March 25, 2024
February 22, 2024
May 31, 2023