Search Results for author: Supriyo Datta

Found 4 papers, 2 papers with code

An Efficient MCMC Approach to Energy Function Optimization in Protein Structure Prediction

1 code implementation6 Nov 2022 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.

Protein Structure Prediction

Composable Probabilistic Inference Networks Using MRAM-based Stochastic Neurons

no code implementations28 Nov 2018 Ramtin Zand, Kerem Y. Camsari, Supriyo Datta, Ronald F. DeMara

Magnetoresistive random access memory (MRAM) technologies with thermally unstable nanomagnets are leveraged to develop an intrinsic stochastic neuron as a building block for restricted Boltzmann machines (RBMs) to form deep belief networks (DBNs).

Nanoelectronic Devices: A Unified View

1 code implementation25 Sep 2008 Supriyo Datta

Nanoscale electronic devices are of great interest for all kinds of applications like switching, energy conversion and sensing.

Mesoscale and Nanoscale Physics

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