[HTML][HTML] 2022 roadmap on neuromorphic computing and engineering

DV Christensen, R Dittmann… - Neuromorphic …, 2022 - iopscience.iop.org
Modern computation based on von Neumann architecture is now a mature cutting-edge
science. In the von Neumann architecture, processing and memory units are implemented …

An Ising Hamiltonian solver based on coupled stochastic phase-transition nano-oscillators

S Dutta, A Khanna, AS Assoa, H Paik, DG Schlom… - Nature …, 2021 - nature.com
Combinatorial optimization problems belong to the non-deterministic polynomial time (NP)-
hard complexity class, and their computational requirements scale exponentially with …

A 1,968-node coupled ring oscillator circuit for combinatorial optimization problem solving

W Moy, I Ahmed, P Chiu, J Moy, SS Sapatnekar… - Nature …, 2022 - nature.com
Computational architectures that are optimized to solve non-deterministic polynomial-time
hard or complete problems are of use in the development of machine learning, logistical …

[HTML][HTML] Oscillator-network-based ising machine

Y Zhang, Y Deng, Y Lin, Y Jiang, Y Dong, X Chen… - Micromachines, 2022 - mdpi.com
With the slowdown of Moore's law, many emerging electronic devices and computing
architectures have been proposed to sustain the performance advancement of computing …

A probabilistic compute fabric based on coupled ring oscillators for solving combinatorial optimization problems

I Ahmed, PW Chiu, W Moy… - IEEE Journal of Solid-State …, 2021 - ieeexplore.ieee.org
Nondeterministic polynomial time hard (NP-hard) combinatorial optimization problems
(COPs) are intractable to solve using a traditional computer as the time to find a solution …

[HTML][HTML] A spinwave Ising machine

A Litvinenko, R Khymyn, VH González… - Communications …, 2023 - nature.com
Abstract Time-multiplexed Coherent Ising Machines (CIMs) have demonstrated promising
results in rapidly solving large-scale combinatorial problems. However, CIMs remain …

[HTML][HTML] Using synchronized oscillators to compute the maximum independent set

A Mallick, MK Bashar, DS Truesdell… - Nature …, 2020 - nature.com
Not all computing problems are created equal. The inherent complexity of processing certain
classes of problems using digital computers has inspired the exploration of alternate …

[HTML][HTML] Efficient combinatorial optimization by quantum-inspired parallel annealing in analogue memristor crossbar

M Jiang, K Shan, C He, C Li - Nature Communications, 2023 - nature.com
Combinatorial optimization problems are prevalent in various fields, but obtaining exact
solutions remains challenging due to the combinatorial explosion with increasing problem …

Experimental demonstration of a reconfigurable coupled oscillator platform to solve the max-cut problem

MK Bashar, A Mallick, DS Truesdell… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
In this work, we experimentally demonstrate an integrated circuit (IC) of 30 relaxation
oscillators with reconfigurable capacitive coupling to solve the NP-Hard maximum cut (Max …

[HTML][HTML] Oscillatory Neural Networks Using VO2 Based Phase Encoded Logic

J Núñez, MJ Avedillo, M Jiménez… - Frontiers in …, 2021 - frontiersin.org
Nano-oscillators based on phase-transition materials are being explored for the
implementation of different non-conventional computing paradigms. In particular, vanadium …