Statements (26)
Predicate | Object |
---|---|
gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
gptkbp:activatedBy |
sign function
|
gptkbp:application |
error correction
pattern recognition content-addressable memory |
gptkbp:convergesTo |
stable states
|
gptkbp:energyFunction |
gptkb:Lyapunov_function
|
https://www.w3.org/2000/01/rdf-schema#label |
discrete Hopfield network
|
gptkbp:introducedIn |
1982
|
gptkbp:inventedBy |
gptkb:John_Hopfield
|
gptkbp:namedAfter |
gptkb:John_Hopfield
|
gptkbp:neuronsAre |
binary
|
gptkbp:RAM |
approximately 0.15N for N neurons
|
gptkbp:relatedTo |
gptkb:Ising_model
Boltzmann machine |
gptkbp:roadType |
recurrent neural network
|
gptkbp:selfConnections |
not allowed
|
gptkbp:stateSpace |
2^N possible states
|
gptkbp:trainingRule |
gptkb:Hebbian_learning
|
gptkbp:updateRule |
asynchronous
synchronous |
gptkbp:usedFor |
optimization
associative memory |
gptkbp:weightsAre |
symmetric
|
gptkbp:bfsParent |
gptkb:continuous_Hopfield_network
|
gptkbp:bfsLayer |
7
|