Experiments on pattern recognition are: performed with a network of ei
ght open, bistable, mass-coupled chemical reactors. A programming rule
is used to determine the network connectivity in order to store sets
of stationary patterns of reactors with low or high concentrations. Ex
periments show that these stored patterns can be recalled from similar
initial patterns. To our knowledge, this is the first chemical implem
entation of a type of neural network computing device. The experiments
on this small network agree with simulations and support the predicti
ons of the performance-of large:networks.