MatHE: A Near-Mat Processing In-Memory Accelerator for Fully Homomorphic Encryption
- Minxuan Zhou
- Yujin Nam
- et al.
- 2024
- DAC 2024
Saransh Gupta
Title
Staff Research Scientist
Publications
Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration
- Hanning Chen
- Yeseong Kim
- et al.
- 2023
- VLSI-SoC 2023
RAPIDx: High-Performance ReRAM Processing In-Memory Accelerator for Sequence Alignment
- Weihong Xu
- Saransh Gupta
- et al.
- 2023
- IEEE TCADIS
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing
- Yujin Nam
- Minxuan Zhou
- et al.
- 2023
- ISLPED 2023
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction
- Arpan Dutta
- Saransh Gupta
- et al.
- 2022
- GLSVLSI 2022
Stochastic-HD: Leveraging Stochastic Computing on the Hyper-Dimensional Computing Pipeline
- Justin Morris
- Yilun Hao
- et al.
- 2022
- Frontiers in Neuroscience