Towards an integration of deep learning and neuroscience

Neuroscience has focused on the detailed implementation of computation, studying neural codes, dynamics and circuits. In machine learning, however, artificial neural networks tend to eschew precisely designed codes, dynamics or circuits in favor of brute force optimization of a cost function, often...

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Bibliographic Details
Main Authors: Adam Henry Marblestone, Greg Wayne, Konrad Kording
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-09-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2016.00094/full