Stanford Seminar - Can the Brain Do Back-Propagation?
Stanford University
60 Cursos
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Resumen
Este curso explora el concepto de si el cerebro puede realizar retropropagación. Los resultados de aprendizaje incluyen la comprensión del descenso de gradiente estocástico en línea, las razones por las cuales el cerebro puede no ser capaz de hacer retropropagación y nuevos métodos para el aprendizaje no supervisado.
Los estudiantes aprenderán sobre el algoritmo de sueño-despierto, diferentes formas de ruido en actividades ocultas y el uso de derivadas temporales para representar derivadas de error. El método de enseñanza incluye conferencias sobre varios temas relacionados con la neurociencia y el aprendizaje automático.
Este curso está destinado a individuos interesados en la intersección de la neurociencia y la inteligencia artificial.
Universidad: Universidad de Stanford
Proveedor: Universidad de Stanford
Categorías: Cursos de Aprendizaje Automático, Cursos de Neurociencia, Cursos de Aprendizaje No Supervisado
