Random feedback weights support learning in deep neural networks

Timothy P. Lillicrap, Daniel Cownden, Douglas B. Tweed +1

The brain processes information through many layers of neurons. This deep architecture is representationally powerful, but it complicates learning by making it hard to identify the…