Little-Hopfield network

GPTKB entity

Statements (23)
Predicate Object
gptkbp:instanceOf recurrent neural network
gptkbp:application optimization problems
associative memory
gptkbp:convergesTo stable states
gptkbp:field gptkb:artificial_intelligence
computational neuroscience
neural networks
gptkbp:form gptkb:discrete-time_dynamical_system
gptkbp:hasProperty energy minimization
symmetric weights
binary threshold units
https://www.w3.org/2000/01/rdf-schema#label Little-Hopfield network
gptkbp:introducedIn 1984
gptkbp:limitation limited storage capacity
spurious states
gptkbp:namedAfter gptkb:John_J._Hopfield
gptkbp:relatedTo gptkb:Ising_model
gptkb:Hopfield_network
gptkbp:updateRule asynchronous
synchronous
gptkbp:usedIn pattern recognition
gptkbp:bfsParent gptkb:Hopfield_network
gptkbp:bfsLayer 6