Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines.
Mohammad HizzaniArne HeittmannGeorge Higgins HutchinsonDmitrii DobryninThomas Van VaerenberghTinish BhattacharyaAdrien RenaudineauDmitri B. StrukovJohn Paul StrachanPublished in: ISCAS (2024)
Keyphrases
- higher order
- discrete optimization
- learning algorithm
- computational complexity
- pairwise
- markov random field
- optimization problems
- optimization methods
- decision making
- combinatorial optimization
- high order
- global optimization
- genetic programming
- hopfield neural network
- evolutionary algorithm
- quadratic program
- quantum mechanics
- parallel hardware