Hebbian learning of recurrent connections: a geometrical perspective

Mathieu N. Galtier, Olivier D. Faugeras, Paul C. Bressloff

We show how a Hopfield network with modifiable recurrent connections undergoing slow Hebbian learning can extract the underlying geometry of an input space. First, we use a slow/fa…