Protein secondary structure prediction using a lightweight convolutional network and label distribution aware margin loss
Wei Yang, Zhentao Hu, Lin Zhou, Yong Jin
Topics & Concepts
Computer scienceConvolutional neural networkBenchmark (surveying)Normalization (sociology)Margin (machine learning)Deep learningArtificial intelligenceProtein structure predictionRecurrent neural networkPattern recognition (psychology)Artificial neural networkMachine learningAlgorithmData miningProtein structureAnthropologyGeographyGeodesyPhysicsNuclear magnetic resonanceSociologyMachine Learning in BioinformaticsProtein Structure and DynamicsRNA and protein synthesis mechanisms