Título: Harmonic Theory and Machine Learning
Autores: Nanclares, Jorge
Rapallini Ulises Mario Alberto
Fecha: 2008-05-22
2007
Publicador: Unversidad Nacional de La Plata
Fuente:


Tipo: Articulo
Articulo
Tema: neural network; machine learning; potential theory; polynomial approximation
Ciencias Informáticas
Redes neuronales
Informática y educación
Informática
Descripción: A natural inference mechanism is presented : the Black Box problem is transformed into a Dirichlet's problem on the closed cube. Then it is solved in closed polynomial form, together with a Mean-Value theorem and a Maximum Principle.A generalization to Polytopes and a reduction of any Dirichlet problem on compacta is mapp ed into a unit cub e in more dimensions.An algorithm for calculating the solution is suggested.
Idioma: Inglés