Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks
Fuxi Cai, Suhas Kumar, Thomas Van Vaerenbergh, Xia Sheng, Rui Liu, Can Li, Zhan Liu, Martin Foltín, Shimeng Yu, Qiangfei Xia, J. Joshua Yang, Raymond G. Beausoleil, Wei Lü, John Paul Strachan
Topics & Concepts
Neuromorphic engineeringComputer scienceMemristorSimulated annealingArtificial neural networkScalabilityEfficient energy useSolverOptimization problemMassively parallelHopfield networkComputer engineeringElectronic engineeringAlgorithmArtificial intelligenceParallel computingElectrical engineeringEngineeringDatabaseProgramming languageAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesNeural Networks and Reservoir Computing