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Updated: Jan 15, 2026

Author Spotlight: Advancing Large-Scale Neural Dynamics Through HD-MEA Technology

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NeuroDetour: Un transformador de vías neuronales para descubrir mecanismos de acoplamiento estructural-funcional en

Ziquan Wei¹, Tingting Dan¹, Jiaqi Ding¹

¹organization=University of North Carolina at Chapel Hill, addressline=334 Emergency Room Dr, city=Chapel Hill, postcode=27599, state=NC, country=USA.

Medical image analysis

|January 13, 2026

Resumen

NeuroDetour modela los vínculos entre la estructura y la función cerebral utilizando "desvíos topológicos" para decodificar la dinámica neuronal. Este marco de aprendizaje profundo logra resultados de vanguardia en la clasificación de tareas cerebrales y la predicción de enfermedades.

Palabras clave:

Aprendizaje profundo Resonancia magnética funcional Transformador de grafos Neurociencia de redes Circuitos neuronales Acoplamiento estructura-función

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