The Issues With Deep Learning Are Not Issues

The deep learning architectures use what's called feed forward networks. But the outputs of some layer, they never go back. So layer one knows nothing about what layer three does. The brain generally forms connections in both directions. And so the deep learning gives the machine the ability to keep adding new layers.