3 papers
cs.AR2026
BEACON: A Versatile Accelerator for Computational Pathology Applications
Sumanth Gudaparthi, Ananth Krishna Prasad, Lin Jia +2
While accelerators for AI have seen great commercial success, it is challenging to replicate that success for other specialized domains due to a number of factors. We make the case…
cs.AR2026
Towards Enabling Distance-Based Memory Addressing
Ananth Krishna Prasad, Rajeev Balasubramonian, Sharad Bhat +1
Approximate Nearest-Neighbor Search (ANNS) in high dimensional vector datasets is an application of significant prevalence across different AI applications. However, such an operat…
cs.AR2023
XCRYPT: Accelerating Lattice Based Cryptography with Memristor Crossbar Arrays
Sarabjeet Singh, Xiong Fan, Ananth Krishna Prasad +5
This paper makes a case for accelerating lattice-based post quantum cryptography (PQC) with memristor based crossbars, and shows that these inherently error-tolerant algorithms are…