Explicit scaling prescriptions for hyperparameters in DenseAMs are derived from model dynamics and shown to match empirical results across scales.
Storing infinite numbers of patterns in a spin-glass model of neural networks.Physical review letters, 55(14):1530
2 Pith papers cite this work. Polarity classification is still indexing.
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Extreme Quantum Cognition Machines combine quantum reservoir-style evolution with a dynamical attention mechanism in the Hamiltonian to produce robust nonlinear embeddings for decision making from noisy training data.
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Hyperparameter Transfer for Dense Associative Memories
Explicit scaling prescriptions for hyperparameters in DenseAMs are derived from model dynamics and shown to match empirical results across scales.
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Extreme Quantum Cognition Machines for Deliberative Decision Making
Extreme Quantum Cognition Machines combine quantum reservoir-style evolution with a dynamical attention mechanism in the Hamiltonian to produce robust nonlinear embeddings for decision making from noisy training data.