Identification of C. elegans strains using a fully convolutional neural network on behavioural dynamics
The nematode C. elegans is a promising model organism to understand the genetic basis of behaviour due to its anatomical simplicity. In this work, we present a deep learning model capable of discerning genetically diverse strains based only on their recorded spontaneous activity, and explore how its...
| Main Authors: | , , , |
|---|---|
| Format: | Conference item |
| Published: |
Springer Verlag
2019
|