A 4-index supersymmetric formalism with minimal spontaneous supersymmetry breaking computes annealed and quenched complexity of stationary points via the Kac-Rice formula.
Journal of Physics A: Mathematical and General , publisher =
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Derives the asymptotic ratio of storage capacities between real-constrained and complex pre-activations in complex neural networks using Gardner volumes and the HCIZ formula.
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Shortcomings and capacities of real-constrained neural networks in complex spaces
Derives the asymptotic ratio of storage capacities between real-constrained and complex pre-activations in complex neural networks using Gardner volumes and the HCIZ formula.