nanopore translocations

Here I am trying to extract features from noisy signals from nanopore translocations events

This project is a collaboration with the Department of Electrical Engineering, Solid State Electronics, Uppsala University.

Who else is participating?

In this project we are using ResNet architectures adapted for one-dimensional data to extract features from noisy signals originated in Nanopore Translocation Events.

We use a dual architecture by means of which we predict number of translocation events, average duration and amplitude of all the translocations inside a window in a trace.

We are looking forward to detect nanopore tranlocations in noisy signals! To that end we are currently testing Object detection architectures and have obtained some encouraging results.

Translocation Events Detection in Noisy Signals.