Fermi-Dirac machines are shown to be quantizations of neurons, with hybrid algorithms for training, numerical evidence of learning advantages, and a BQP-complete decision problem.
Compute the averageYL := 1 L PL ℓ=1 Yℓ and output this value as an estimate of ∂ ∂θj L(θ)
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Fermi-Dirac machines as quantizations of neurons
Fermi-Dirac machines are shown to be quantizations of neurons, with hybrid algorithms for training, numerical evidence of learning advantages, and a BQP-complete decision problem.