A machine learning framework for noise-driven DNA sequencing in solid-state nanopores.
Solid-state nanopore devices have emerged as a promising platform for electrical signal based single molecule DNA sequencing with atomic-scale precision. However, stochastic noise in solid-state nanopores severely obscures signal quality, impeding nucleotide identification accuracy. Here, we have systematically examine...