Random synaptic feedback weights support error backpropagation for deep learning

The brain processes information through multiple layers of neurons. This deep architecture is representationally powerful, but complicates learning because it is difficult to identify the responsible neurons when a mistake is made. In machine learning, the backpropagation algorithm assigns blame by...

詳細記述

書誌詳細
主要な著者: Lillicrap, T, Cownden, D, Tweed, D, Akerman, C
フォーマット: Journal article
言語:English
出版事項: Nature Publishing Group 2016