Sökning: "Eric Santiago Garcia"

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  1. 1. Temporal Convolutional Networks for Nanopore DNA Sequencing

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Eric Santiago Garcia; Hannes Salomonsson Aspåker; [2020]
    Nyckelord :Temporal convolutional network; Nanopore se-quencing; DNA sequencing; Base caller;

    Sammanfattning : Nanopore DNA sequencing is a novel method forsequencing DNA where an electronic signal is modulated bynucleotides passing through nanosized pores embedded in a mem-brane. While current state-of-the-art solutions employ recurrentneural networks to analyse the signal, temporal convolutionalnetworks have recently been shown to match or outperformrecurrent networks in signal processing tasks. LÄS MER