Sumukh Pinge

University of California, San Diego — United States

Engineering · Physical Sciences

4h-index32citations17works1.92yr avg
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Research Topics

Ferroelectric and Negative Capacitance Devices(5), Advanced Data Storage Technologies(4), Advanced Memory and Neural Computing(3), Parallel Computing and Optimization Techniques(2), Neural Networks and Applications(2)

Publications17 total

FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash
2025
PATHE: A Privacy-Preserving Database Pattern Search Platform with Homomorphic Encryption
2025
FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash
arXiv (Cornell University)·2025Open Access
SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory
2025
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing
2025· 1 cited
HyperMetric: Efficient Hyperdimensional Computing With Metric Learning for Robust Edge Intelligence
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems·2025
HDBind: encoding of molecular structure with hyperdimensional binary representations
Scientific Reports·2024· 6 citedOpen Access
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing
2024· 4 citedOpen Access
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing
arXiv (Cornell University)·2024Open Access
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing
arXiv (Cornell University)·2024· 1 citedOpen Access
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory
2024· 6 citedOpen Access
SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering
2024· 1 citedOpen Access
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory
arXiv (Cornell University)·2024Open Access
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering
2024· 8 citedOpen Access
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND
arXiv (Cornell University)·2023· 1 citedOpen Access
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering
arXiv (Cornell University)·2023Open Access
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning
2023· 4 cited

Frequent Co-authors

Tajana Rosing(10), Weihong Xu(9), Tajana Rosing(7), Keming Fan(5), Niema Moshiri(4), Wout Bittremieux(4), Minxuan Zhou(4), Jaeyoung Kang(3), Weihong Xu(3), Zheyu Li(3), Flavio Ponzina(3), Tianqi Zhang(2), Wei-Chen Chen(2), Sean Fuhrman(2), Sang-Woo Jun(2), Russel Arbore(2), Xavier Routh(2), Abdul Rafae Noor(2), Haichao Yang(2), Vikram Adve(2)