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Modelo Integrar y Disparar×Análisis de Sinergias Musculares×
CampoBiomecánicaBiomecánica
FamiliaProcess / pipelineProcess / pipeline
Año de origen19071999
Autor originalLouis LapicqueMarc Tresch
TipoSimplified neuronal spike modelDimensionality reduction and pattern extraction
Fuente seminalLapicque, L. (1907). Recherches quantitatives sur l'excitation electrique des nerfs traitee comme une polarisation. Journal de Physiologie et de Pathologie Générale, 9, 620-635. link ↗Tresch, M. C., Saltiel, P., Bizzi, E., & Bizzi, E. (1999). The construction of movement by the spinal cord. Nature Neuroscience, 2(2), 162-167. DOI ↗
AliasLeaky integrate-and-fire, LIF model, Spike threshold modelMotor synergy, Synergy extraction, Motor primitives
Relacionados33
ResumenThe integrate-and-fire (IF) model is a simplified neuronal model that captures spike generation by integrating synaptic inputs until membrane potential reaches a threshold, at which point a spike is emitted. First proposed by Louis Lapicque in 1907 and refined with leak (leaky integrate-and-fire, LIF), it remains a standard tool for modeling neural populations and network dynamics due to its computational efficiency.Muscle synergy analysis decomposes complex motor behavior into a small set of coactivated muscle groups (synergies or motor primitives). Pioneered by Marc Tresch and colleagues studying frog motor control, this approach reveals how the nervous system simplifies the control of many muscles by organizing them into task-relevant combinations.
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  3. PUBLISHED

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ScholarGateComparar métodos: Integrate-and-Fire Model · Muscle Synergy Analysis. Recuperado el 2026-06-19 de https://scholargate.app/es/compare