Deep learning of the regulatory grammar of yeast 5′ untranslated regions from 500,000 random sequences

(Downloading may take up to 30 seconds. If the slide opens in your browser, select File -> Save As to save it.)

Click on image to view larger version.

Figure 3.
Figure 3.

Validation of the CNN model on native 5′ UTRs. (A) Native 5′ UTR sequences were synthesized in 50-nt fragments and introduced into the HIS3-based selection system. (B) Correlation of a native library with the predictions from our convolutional neural network built from random sequences.

This Article

  1. Genome Res. 27: 2015-2024

Preprint Server