2 papers
cond-mat.dis-nn1999
Correlations between hidden units in multilayer neural networks and replica symmetry breaking
D. Malzahn, A. Engel
We consider feed-forward neural networks with one hidden layer, tree architecture and a fixed hidden-to-output Boolean function. Focusing on the saturation limit of the storage pro…
cond-mat.dis-nn1996
Storage capacity of correlated perceptrons
D. Malzahn, A. Engel, I. Kanter
We consider an ensemble of single-layer perceptrons exposed to random inputs and investigate the conditions under which the couplings of these perceptrons can be chosen such th…