Shaila Niazi

A Full-Stack View of Probabilistic Computing With p-Bits: Devices, Architectures, and Algorithms

Shuvro Chowdhury, Andrea Grimaldi, Navid Anjum Aadit et al. · IEEE Journal on Exploratory Solid-State Computational Devices and Circuits · 2023 · 107 citations · Full text

CMOS plus stochastic nanomagnets enabling heterogeneous computers for probabilistic inference and learning

Nihal Singh, K. Kobayashi, Qixuan Cao et al. · Nature Communications · 2024 · 62 citations · Full text

Training deep Boltzmann networks with sparse Ising machines

Shaila Niazi, Shuvro Chowdhury, Navid Anjum Aadit et al. · Nature Electronics · 2024 · 36 citations

Deep Boltzmann Networks, Engineering, Machine Learning +6

Hardware Demonstration of Feedforward Stochastic Neural Networks with Fast MTJ-based p-bits

Nihal Sanjay Singh, Shaila Niazi, Shuvro Chowdhury et al. · 2023 · 13 citations