most citedMemristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines

22 citations · 41 across the 5 of their papers we have counts for

collaborators

5 papers

cs.PF2025★ 3 cited

Constructive community race: full-density spiking neural network model drives neuromorphic computing

Johanna Senk, Anno C. Kurth, Steve Furber +18

The local circuitry of the mammalian brain is a focus of the search for generic computational principles because it is largely conserved across species and modalities. In 2014 a mo…

cs.ET2025

Accelerating Hybrid XORCNF Boolean Satisfiability Problems Natively with In-Memory Computing

Haesol Im, Fabian Böhm, Giacomo Pedretti +14

The Boolean satisfiability (SAT) problem is a computationally challenging decision problem central to many industrial applications. For SAT problems in cryptanalysis, circuit desig…

math.OC2025

Hardware-Compatible Single-Shot Feasible-Space Heuristics for Solving the Quadratic Assignment Problem

Haesol Im, Chan-Woo Yang, Moslem Noori +10

Research into the development of special-purpose computing architectures designed to solve quadratic unconstrained binary optimization (QUBO) problems has flourished in recent year…

cs.ET2025★ 16 cited

Solving Boolean satisfiability problems with resistive content addressable memories

Giacomo Pedretti, Fabian Böhm, Tinish Bhattacharya +15

Solving optimization problems is a highly demanding workload requiring high-performance computing systems. Optimization solvers are usually difficult to parallelize in conventional…

cs.ET2023★ 22 cited

Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines

Mohammad Hizzani, Arne Heittmann, George Hutchinson +6

Ising solvers offer a promising physics-based approach to tackle the challenging class of combinatorial optimization problems. However, typical solvers operate in a quadratic energ…