DeepNano: Deep Recurrent Neural Networks for Base Calling in MinION Nanopore Reads

Vladimír Boža, Broňa Brejová, Tomáš Vinař

Motivation: The MinION device by Oxford Nanopore is the first portable sequencing device. MinION is able to produce very long reads (reads over 100~kBp were reported), however it s…