But in spite of this progress, Anns remain far from approaching human intelligence.
0
2
Instead of synapses, Anns have connections that are able to transmit signals between nodes.
0
3
This leads to extremely short memory lifetimes in Anns- the effect known as catastrophic forgetting.
0
4
Like neurons, the nodes of Anns are able to receive and process data,
as well as activate other nodes connected to it.
0
5
So far, we have learned that experience replay is a simple and
useful strategy to overcome forgetting in Anns in general, and particularly in the challenging“class-incremental” situation.