Massively parallel probabilistic computing with sparse Ising machines
Solving computationally hard problems using conventional computing architectures is often
slow and energetically inefficient. Quantum computing may help with these challenges, but it …
slow and energetically inefficient. Quantum computing may help with these challenges, but it …
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 …
A Review of Ising Machines Implemented in Conventional and Emerging Technologies
Ising machines have received growing interest as efficient and hardware-friendly solvers for
combinatorial optimization problems (COPs). They search for the absolute or approximate …
combinatorial optimization problems (COPs). They search for the absolute or approximate …
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 …
Evaluating spintronics-compatible implementations of Ising machines
The commercial and industrial demand for the solution of hard combinatorial optimization
problems pushes forward the development of efficient solvers. One of them is the Ising …
problems pushes forward the development of efficient solvers. One of them is the Ising …
Probabilistic computing with voltage-controlled dynamics in magnetic tunnel junctions
Probabilistic (p-) computing is a physics-based approach to addressing computational
problems which are difficult to solve by conventional von Neumann computers. A key …
problems which are difficult to solve by conventional von Neumann computers. A key …
[HTML][HTML] Perspectives on field-free spin–orbit torque devices for memory and computing applications
The emergence of embedded magnetic random-access memory (MRAM) and its integration
in mainstream semiconductor manufacturing technology have created an unprecedented …
in mainstream semiconductor manufacturing technology have created an unprecedented …
Efficient probabilistic computing with stochastic perovskite nickelates
Probabilistic computing has emerged as a viable approach to solve hard optimization
problems. Devices with inherent stochasticity can greatly simplify their implementation in …
problems. Devices with inherent stochasticity can greatly simplify their implementation in …
Progress and Application Perspectives of Voltage‐Controlled Magnetic Tunnel Junctions
This article discusses the current state of development, open research opportunities, and
application perspectives of electric‐field‐controlled magnetic tunnel junctions that use the …
application perspectives of electric‐field‐controlled magnetic tunnel junctions that use the …
Many-body effects-based invertible logic with a simple energy landscape and high accuracy
Inspired by many-body effects, we propose a novel design for Boltzmann machine (BM)-
based invertible logic (IL) using probabilistic bits (p-bits). A CMOS-based XNOR gate is …
based invertible logic (IL) using probabilistic bits (p-bits). A CMOS-based XNOR gate is …