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MinMax Recurrent Neural Cascades
MinMax RNCs use MinMax algebra recurrence to achieve regular-language expressivity, parallel evaluation, bounded dynamics, and non-vanishing gradients, outperforming recurrent baselines on long sequences and scaling to 112M parameters.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026 · Code ★ 1
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AI panel: 11 of 20 reviewers recommend it
lenient 5/5
medium 3/10
strict 3/5