Fast reconstruction of non-uniform sampling multidimensional NMR spectroscopy via a deep neural network
Jie Luo, Qing Zeng, Ke Wu, Yanqin Lin
Topics & Concepts
Artificial neural networkDeep learningComputer scienceSampling (signal processing)Convolutional neural networkArtificial intelligenceSpectral lineNonuniform samplingNMR spectra databaseNuclear magnetic resonance spectroscopyPattern recognition (psychology)AlgorithmNuclear magnetic resonanceComputer visionPhysicsQuantization (signal processing)Filter (signal processing)AstronomyAdvanced MRI Techniques and ApplicationsNMR spectroscopy and applicationsSparse and Compressive Sensing Techniques