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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yi Yu

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Open access Aug 2026

Spike-Aware Propagation Approximation for Conductance-Based LIF Equations

This work introduces a spike-aware propagation approximation method that combines exact receptor-trace updates, analytic homogeneous membrane propagation, Gauss–Legendre quadrature, and spike localization, improving the accuracy–efficiency Pareto frontier and establishing an error bound and conditional convergence unde...

Yi Yu, Qibao Zheng, Wen-Lian Lu · 0 citations

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