Before revision:  Finally, recurrent deep neural network models clearly outperform  feedforward models in terms of their ability to jointly capture the multi-region cortical dynamics  .
After revision:  Finally, recurrent deep neural network models clearly outperform feedforward models in terms of their ability to jointly capture the multi-region cortical dynamics . Targeted virtual cooling experiments on the recurrent deep network models further substantiate the importance of their lateral and top-down connections .