Sumukh Pinge

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Mass Spectrometry

Metric Learning

Machine Learning And Pattern Recognition

Top Venues

Publications

Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. CoRR (2024)
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. DATE (2024)
Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR (2023)
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering. CoRR (2023)
Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. ICCD (2023)