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20182026
most citedA full-stack view of probabilistic computing with p-bits: devices, architectures and algorithms

136 citations · 367 across the 19 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cond-mat.dis-nn2024★ 11 cited

Noise-augmented Chaotic Ising Machines for Combinatorial Optimization and Sampling

Kyle Lee, Shuvro Chowdhury, Kerem Y. Camsari

Ising machines, hardware accelerators for combinatorial optimization and probabilistic sampling problems, have gained significant interest recently. A key element is stochasticity,…

cs.ET2024

Mean-Field Assisted Deep Boltzmann Learning with Probabilistic Computers

Shuvro Chowdhury, Shaila Niazi, Kerem Y. Camsari

Despite their appeal as physics-inspired, energy-based and generative nature, general Boltzmann Machines (BM) are considered intractable to train. This belief led to simplified mod…