3 papers
q-bio.BM2022
An Efficient MCMC Approach to Energy Function Optimization in Protein Structure Prediction
Lakshmi A. Ghantasala, Risi Jaiswal, Supriyo Datta
Protein structure prediction is a critical problem linked to drug design, mutation detection, and protein synthesis, among other applications. To this end, evolutionary data has be…
eess.IV2021
Leveraging Multiple CNNs for Triaging Medical Workflow
Lakshmi A. Ghantasala
High hospitalization rates due to the global spread of Covid-19 bring about a need for improvements to classical triaging workflows. To this end, convolutional neural networks (CNN…
cs.ET2019
Autonomous Probabilistic Coprocessing with Petaflips per Second
Brian Sutton, Rafatul Faria, Lakshmi A. Ghantasala +3
In this paper we present a concrete design for a probabilistic (p-) computer based on a network of p-bits, robust classical entities fluctuating between -1 and +1, with probabiliti…