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Ising machines as hardware solvers of combinatorial optimization problems
Ising machines are hardware solvers that aim to find the absolute or approximate ground
states of the Ising model. The Ising model is of fundamental computational interest because …
states of the Ising model. The Ising model is of fundamental computational interest because …
Energy-efficient superparamagnetic Ising machine and its application to traveling salesman problems
The growth of artificial intelligence leads to a computational burden in solving non-
deterministic polynomial-time (NP)-hard problems. The Ising computer, which aims to solve …
deterministic polynomial-time (NP)-hard problems. The Ising computer, which aims to solve …
A full-stack view of probabilistic computing with p-bits: Devices, architectures, and algorithms
The transistor celebrated its 75th birthday in 2022. The continued scaling of the transistor
defined by Moore's law continues, albeit at a slower pace. Meanwhile, computing demands …
defined by Moore's law continues, albeit at a slower pace. Meanwhile, computing demands …
Stochastic -Bits for Invertible Logic
Conventional semiconductor-based logic and nanomagnet-based memory devices are built
out of stable, deterministic units such as standard metal-oxide semiconductor transistors, or …
out of stable, deterministic units such as standard metal-oxide semiconductor transistors, or …
Implementing p-bits with embedded MTJ
Magnetic tunnel junctions (MTJs) utilizing unstable magnets with low barriers have been
shown to be well-suited for the implementation of random number generators (RNGs). It has …
shown to be well-suited for the implementation of random number generators (RNGs). It has …
P-bits for probabilistic spin logic
We introduce the concept of a probabilistic or p-bit, intermediate between the standard bits
of digital electronics and the emerging q-bits of quantum computing. We show that low …
of digital electronics and the emerging q-bits of quantum computing. We show that low …
Demonstration of nanosecond operation in stochastic magnetic tunnel junctions
Magnetic tunnel junctions operating in the superparamagnetic regime are promising devices
in the field of probabilistic computing, which is suitable for applications like high-dimensional …
in the field of probabilistic computing, which is suitable for applications like high-dimensional …
Emerging artificial neuron devices for probabilistic computing
Z Li, X Geng, J Wang, F Zhuge - Frontiers in Neuroscience, 2021 - frontiersin.org
In recent decades, artificial intelligence has been successively employed in the fields of
finance, commerce, and other industries. However, imitating high-level brain functions, such …
finance, commerce, and other industries. However, imitating high-level brain functions, such …
Computing with networks of oscillatory dynamical systems
As we approach the end of the silicon road map, alternative computing models that can
solve at-scale problems in the data-centric world are becoming important. This is …
solve at-scale problems in the data-centric world are becoming important. This is …
Unconventional computing based on magnetic tunnel junction
The conventional computing method based on the von Neumann architecture is limited by a
series of problems such as high energy consumption, finite data exchange bandwidth …
series of problems such as high energy consumption, finite data exchange bandwidth …