Effective pruning of task-trained recurrent neural networks using noisy fluctuations and connection rescaling

Sanjith Senthil, Rishidev Chaudhuri

The pruning of network connections is key to brain function but, despite its importance, there exist few biologically-plausible pruning rules with demonstrated good performance. In…