Elman network

GPTKB entity

Statements (21)
Predicate Object
gptkbp:instanceOf recurrent neural network
gptkbp:activatedBy sigmoid
tanh
gptkbp:field gptkb:artificial_intelligence
gptkb:machine_learning
neural networks
gptkbp:hasComponent hidden layer
input layer
output layer
context layer
gptkbp:hasFeature context units store previous hidden state
https://www.w3.org/2000/01/rdf-schema#label Elman network
gptkbp:introducedIn 1990
gptkbp:namedAfter Jeffrey Elman
gptkbp:relatedTo Jordan network
gptkbp:trainingAlgorithm gptkb:backpropagation_through_time
gptkbp:usedFor time series prediction
language modeling
sequence learning
gptkbp:bfsParent gptkb:Jeff_Elman
gptkbp:bfsLayer 7