Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised denoising
Xinyang Li, Guoxun Zhang, Jiamin Wu, Yuanlong Zhang, Zhifeng Zhao, Xing Lin, Hui Qiao, Hao Xie, Haoqian Wang, Lu Fang, Qionghai Dai
Topics & Concepts
Calcium imagingArtificial intelligenceComputer scienceInferenceSpike (software development)Noise reductionNoise (video)Pattern recognition (psychology)Supervised learningDeep learningArtificial neural networkMachine learningCalciumImage (mathematics)ChemistryOrganic chemistrySoftware engineeringNeural dynamics and brain functionCell Image Analysis TechniquesAdvanced Fluorescence Microscopy Techniques