DyCoNovo

algorithm · Transformer (AR)

DyCoNovo: algorithm · Transformer (AR). A deep learning de novo sequencing model that adds lightweight dynamic convolution for local peak clusters and phased contrastive learning to a Transformer.

A deep learning de novo sequencing model that adds lightweight dynamic convolution for local peak clusters and phased contrastive learning to a Transformer.

Kind	algorithm
Deep learning	yes
Acquisition	DDA
Family	Transformer (AR)

Paper describing it

• DyCoNovo: a De Novo Peptide Prediction Model Based on Dynamic Convolution and Phased Contrastive Learning (2025, 2025 18th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), peer-reviewed)

Authors (5)

Nan Liu (Shandong Jianzhu University), Ningning Qiu, Hang Zhang, Chenghui Liu, Binhai Zhu (Montana State University)

Seen in the charts

• The architectures
• Models and the authors behind them

Back to the full map