FPGA probabilistic computers speed up sampling for neural quantum states, delivering accurate energies on 80x80 Ising lattices and training deep models on 30x30 systems.
Constructing exact representations of quantum many-body systems with deep neural networks.Nature Communications, 9 (1):5322, Dec 2018
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Probabilistic Computers for Neural Quantum States
FPGA probabilistic computers speed up sampling for neural quantum states, delivering accurate energies on 80x80 Ising lattices and training deep models on 30x30 systems.