echo state network

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf recurrent neural network
gptkbp:abbreviation gptkb:ESN
gptkbp:application robotics
speech recognition
time series prediction
system identification
gptkbp:field gptkb:artificial_intelligence
gptkb:machine_learning
computational neuroscience
gptkbp:hasComponent gptkb:reservoir
readout layer
https://www.w3.org/2000/01/rdf-schema#label echo state network
gptkbp:introduced gptkb:Herbert_Jaeger
gptkbp:introducedIn 2001
gptkbp:property nonlinear dynamics
echo state property
fading memory
gptkbp:relatedTo gptkb:liquid_state_machine
gptkbp:reservoirName randomly connected recurrent network
gptkbp:trainer only readout layer is trained
gptkbp:bfsParent gptkb:recurrent_neural_network
gptkbp:bfsLayer 6