9 citations · 13 across the 11 of their papers we have counts for
3 papers · 1 filter
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing
Russel Arbore, Xavier Routh, Abdul Rafae Noor +7
Hyperdimensional Computing (HDC), a technique inspired by cognitive models of computation, has been proposed as an efficient and robust alternative basis for machine learning. HDC…
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing
Sumukh Pinge, Weihong Xu, Wout Bittremieux +3
Mass spectrometry (MS) is essential for protein analysis but faces significant challenges with large datasets and complex post-translational modifications, resulting in difficultie…
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory
Keming Fan, Wei-Chen Chen, Sumukh Pinge +2
Open Modification Search (OMS) is a promising algorithm for mass spectrometry analysis that enables the discovery of modified peptides. However, OMS encounters challenges as it exp…