Thomas Miconi

Backpropagation of Hebbian plasticity for lifelong learning.

2016 · arXiv (Cornell University)

Hebbian plasticity allows biological agents to learn from their lifetime experience, extending the fixed information provided by evolutionary search. Conversely, backpropagation methods can build high-performance fixed-weights networks, but are not currently equipped to design networks …