Adam Marblestone

Towards an integration of deep learning and neuroscience

2016 · bioRxiv (Cold Spring Harbor Laboratory)

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 …