2. Hopfield network
Memory as an energy minimum.
A Hopfield network stores patterns in its couplings. Start from a corrupted pattern and apply deterministic updates to descend toward an attractor.
Current state
Network state
Start from a stored pattern or corrupt it.
Stored target: X
Hamming distance: 0 of 9 spins.
Energy: 0.000
Energy descent