Stanford Seminar - Can the Brain Do Back-Propagation?

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Stanford University

60 Cours


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Aperçu

Ce cours explore le concept de savoir si le cerveau peut effectuer de la rétropropagation. Les résultats d'apprentissage incluent la compréhension de la descente de gradient stochastique en ligne, les raisons pour lesquelles le cerveau peut ne pas être capable de faire de la rétropropagation, et les nouvelles méthodes d'apprentissage non supervisé.

Les étudiants apprendront à propos de l'algorithme veille-sommeil, des différentes formes de bruit dans les activités cachées, et de l'utilisation des dérivées temporelles pour représenter les dérivées d'erreur. La méthode d'enseignement implique des conférences sur divers sujets liés aux neurosciences et à l'apprentissage automatique.

Ce cours est destiné aux personnes intéressées par l'intersection des neurosciences et de l'intelligence artificielle.

Université : Université de Stanford

Fournisseur : Université de Stanford

Catégories : Cours de machine learning, Cours de neurosciences, Cours d'apprentissage non supervisé

Programme


Enseigné par

Stanford Online


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