Accelerating Open Modification Spectral Library Searching on Tensor Core in Hyperdimensional Space

ABSTRACT: HOMS-TC is an open modification spectral library search (OMS) tool for mass spectrometry-based proteomics. Our tool redesigns the MS/MS spectral matching algorithm based on hyperdimensional computing (HDC) and accelerates OMS on GPU in an end-to-end manner.

INSTRUMENT(S): TripleTOF 5600 (AB SCIEX instrument model) MS:1000932, Q Exactive (Thermo Scientific instrument model)

ORGANISM(S): Saccharomyces Cerevisiae (baker's Yeast) ncbitaxon:4932 Homo Sapiens (human) ncbitaxon:9606

SUBMITTER: Tajana Rosing   Jaeyoung Kang  

PROVIDER: MSV000091183 | MassIVE | Thu Feb 02 00:39:00 GMT 2023

REPOSITORIES: MassIVE