Electron energy loss spectroscopy database synthesis and automation of core-loss edge recognition by deep-learning neural networks

HIGHLIGHTS

• who: Lingli Kong from the DepartmentUniversity of have published the research work: Electron energy loss spectroscopy database synthesis and automation of core-loss edge recognition by deep-learning neural networks, in the Journal: Scientific Reports Scientific Reports
• what: In this work, we built a CNN-BiLSTM network for automatically detecting the ionization edges on EELS spectra.
• how: The reason being that a pure CNN ended with a fully connected classification layer that is only capable of classifying whether a certain feature is present in the signal/image it however does not use the . . .
  

   

  

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