Locating critical events in afm force measurements by means of one-dimensional convolutional neural networks

HIGHLIGHTS

• who: Javier Sotres from the DepartmentMalmu00f6 University have published the paper: Locating critical events in AFM force measurements by means of one-dimensional convolutional neural networks, in the Journal: Scientific Reports Scientific Reports of 20/07/2022
• what: Specifically, the authors report results obtained using the architecture depicted in Fig 1a, from now on named ConvNet-1D. Specifically, the authors focused on residual networks, which contain residual blocks that include short paths (Fig 1b) with the ability to carry gradients throughout very deep networks mitigating in this way the problem of vanishing gu00ad radients55.
 



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