Bounds on the learning capacity of some multi-layer networks

DOI10.1007/BF00204772zbMath0663.92007OpenAlexW2088522405MaRDI QIDQ1115371

G. J. Mitchison, R. M. Durbin

Publication date: 1989

Published in: Biological Cybernetics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf00204772

zbMATH Keywords

learning algorithmcapacity boundsmulti-layer networks of linear threshold units

Mathematics Subject Classification ID

Circuits, networks (94C99) Other natural sciences (mathematical treatment) (92F05) Physiological, cellular and medical topics (92Cxx)

Related Items (5)

Memory Capacity of Neural Networks with Threshold and Rectified Linear Unit Activations ⋮ ON THE CAPACITY OF MULTILAYER NEURAL NETWORKS TRAINED WITH BACKPROPAGATION ⋮ Neural networks for computing in the elastoplastic analysis of structures ⋮ Shaping the learning landscape in neural networks around wide flat minima ⋮ Techniques of replica symmetry breaking and the storage problem of the McCulloch-Pitts neuron

This page was built for publication: Bounds on the learning capacity of some multi-layer networks