Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks.
Jesus L. LoboJavier Del SerIbai LañaMiren Nekane BilbaoNikola K. KasabovPublished in: IDC (2018)
Keyphrases
- non stationary
- concept drift
- drift detection
- spiking neural networks
- streaming data
- biologically inspired
- data streams
- learning rules
- biologically plausible
- feed forward
- artificial neural networks
- neural network
- sliding window
- stream mining
- empirical mode decomposition
- change detection
- training algorithm
- support vector machine
- motor control
- knowledge transfer
- clustering algorithm
- natural images
- state space