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Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation

We introduce Equilibrium Propagation, a learning framework for energy-based models. It involves only one kind of neural computation, performed in both the first phase (when the prediction is made) and the second phase of training (after the target or prediction error is revealed). Although this algo...

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Detalles Bibliográficos
Autores principales: Scellier, Benjamin, Bengio, Yoshua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5415673/
https://www.ncbi.nlm.nih.gov/pubmed/28522969
http://dx.doi.org/10.3389/fncom.2017.00024