Willshaw nets

• We can improve efficiency by using sparse vectors and only allowing one bit per weight. – Turn on a synapse when input and output units are both active. • For retrieval, set the output threshold equal to the number of active input units – This makes false positives improbable

1 0 1 0 0

in

0      1       0      0       1

output units with dynamic thresholds