Search Results for author: Jaeyoung Kang

Found 2 papers, 0 papers with code

SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering

no code implementations20 Nov 2023 Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Neima Moshiri, Wout Bittremieux, Tajana Rosing

This approach markedly improves clustering speed and efficiency, serving as a catalyst for real-time, high-throughput data analysis in future healthcare applications.

Clustering

HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations

no code implementations27 Mar 2023 Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana S. Rosing

Publicly available collections of drug-like molecules have grown to comprise 10s of billions of possibilities in recent history due to advances in chemical synthesis.

Molecular Docking Molecular Property Prediction +3

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