Biology-informed neural networks learn nonlinear representations from omics data to improve genomic prediction and interpretability

Katiana Kontolati, Rini Jasmine Gladstone, Ian Davis +1

We extend biologically-informed neural networks (BINNs) for genomic prediction (GP) and selection (GS) in crops by integrating thousands of single-nucleotide polymorphisms (SNPs) w…