AA << demonstrate a new type of abundant cooperative nonlinear dynamics where learning is attributed solely to the nodes, instead of the network links which their number is significantly larger >>
<< The network dynamics is now counterintuitively governed by the weak links, which previously were assumed to be insignificant >>
Shira Sardi, Roni Vardi, et al. Adaptive nodes enrich nonlinear cooperative learning beyond traditional adaptation by links. Scientific Reports. 2018; 8 (5100). doi: 10.1038/s41598-018-23471-7. March 23, 2018.
The brain learns completely differently than we’ve assumed, new learning theory says. New post-Hebb brain-learning model may lead to new brain treatments and breakthroughs in faster deep learning. Mar 28, 2018.