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Logically synthesized and hardware-accelerated restricted Boltzmann machines for combinatorial optimization and integer factorization

Saavan Patel, Philip Canoza, Sayeef Salahuddin

2022Nature Electronics46 citationsDOI

Topics & Concepts

Computer scienceHardware accelerationGate arrayBoltzmann machineGraphics processing unitParallel computingCoprocessorArtificial neural networkCombinatorial optimizationFactorizationParallelizable manifoldQuantization (signal processing)Computer engineeringField-programmable gate arrayAlgorithmArtificial intelligenceComputer hardwareGenerative Adversarial Networks and Image SynthesisAdvanced Neural Network ApplicationsStochastic Gradient Optimization Techniques
Logically synthesized and hardware-accelerated restricted Boltzmann machines for combinatorial optimization and integer factorization | Litcius