Dense auto-hetero associative memories applied to noisy communication channels

arXiv:2609.32605 · cond-mat.dis-nn, cs.CR, cs.IT, math.IT · Submitted 2026-09-26 · Read on arXiv

cond-mat.dis-nn, cs.CR, cs.IT, math.IT

Submitted: 2026-09-26

Updated: 2026-09-26

Terminology

• Associative Memory — 18× in this paper · explained in 2 episodes
• Consistency — 17× in this paper · explained in 3 episodes
• Self-consistency — 17× in this paper · explained in 2 episodes
• Robustness — 10× in this paper · explained in 5 episodes
• Accuracy — 7× in this paper · explained in 1 episode
• Reconstruction Error — 7× in this paper · explained in 2 episodes
• Graceful Degradation — 2× in this paper · explained in 2 episodes
• Redundancy — 2× in this paper · explained in 2 episodes
• Symmetry Breaking — 2× in this paper · explained in 3 episodes
• Activation Function — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Decode — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Hamming Distance — 1× in this paper · explained in 2 episodes
• Three-Directional Associative Memory — 1× in this paper

Sources

• Hopfield Networks is All You Need

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