Fast-slow recurrence interleaves quick latent updates with slow observation processing to maintain coherent clustered representations over long horizons, improving out-of-distribution generalization versus LSTM, state space, and Transformer baselines.
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4 Pith papers cite this work. Polarity classification is still indexing.
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2026 4representative citing papers
Phase reduction predicts low ACh enables full synchrony in hippocampal networks while high ACh desynchronizes them into multiple stable symmetric clusters.
Mellin spectral theory on the multiplicative half-line reveals decoupling of geometric exponent a from spectral exponent b, with a=b marking simple RG fixed points and a≠b indicating multicriticality.
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Thinking While Listening: Fast-Slow Recurrence for Long-Horizon Sequential Modeling
Fast-slow recurrence interleaves quick latent updates with slow observation processing to maintain coherent clustered representations over long horizons, improving out-of-distribution generalization versus LSTM, state space, and Transformer baselines.
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Phase model analysis of the effect of M-current on neural synchrony in hippocampal networks
Phase reduction predicts low ACh enables full synchrony in hippocampal networks while high ACh desynchronizes them into multiple stable symmetric clusters.
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Multicriticality and Scaling: Mellin Spectral Theory, and the Decoupling of Geometric and Spectral Exponents
Mellin spectral theory on the multiplicative half-line reveals decoupling of geometric exponent a from spectral exponent b, with a=b marking simple RG fixed points and a≠b indicating multicriticality.
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