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Updated: May 5, 2026

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Atención local temporal con decodificación adaptativa: Mejora de las redes neuronales de espigas para aplicaciones de

Hanxiao Fan1, Hanle Zheng1, Zikai Wang2

  • 1Center for Brain-Inspired Computing Research, Department of Precision Instrument, Tsinghua University, Beijing, 100084, China.

Neural networks : the official journal of the International Neural Network Society
|January 15, 2026
PubMed
Resumen

Las redes neuronales de espigas (SNN) tienen dificultades con secuencias largas. La atención local temporal (TLA) y la decodificación adaptativa (AD) mejoran las SNN para la computación temporal, mejorando el rendimiento y la velocidad de entrenamiento.

Palabras clave:
decodificación adaptativaaprendizaje de secuenciasred neuronal de espigasatención local temporal

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