Sumukh Pinge

According to our database, Sumukh Pinge authored at least 7 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing.

Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Vikram S. Adve, Tajana Rosing

CoRR, 2024

RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing.

Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing

CoRR, 2024

SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering.

Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering.

Tianqi Zhang, Neha Prakriya, Sumukh Pinge, Jason Cong, Tajana Rosing

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory.

Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.

Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing

CoRR, 2023

HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning.

Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing

Proceedings of the 41st IEEE International Conference on Computer Design, 2023