Statements (25)
| 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
input layer output 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
fast training echo state property fixed recurrent weights |
| gptkbp:relatedTo |
gptkb:liquid_state_machine
reservoir computing |
| gptkbp:trainer |
output weights only
|
| gptkbp:uses |
randomly connected recurrent network
|
| gptkbp:bfsParent |
gptkb:convolutional_neural_network
|
| gptkbp:bfsLayer |
5
|