Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.
Toshiyuki YamaneHidetoshi NumataJean Benoit HérouxNaoki KanazawaSeiji TakedaGouhei TanakaRyosho NakaneAkira HiroseDaiju NakanoPublished in: ICONIP (1) (2018)
Keyphrases
- dimensionality reduction
- reservoir computing
- recurrent neural networks
- high dimensional data
- high dimensionality
- edge information
- principal component analysis
- management system
- low dimensional
- random projections
- linear dimensionality reduction
- feature extraction
- edge detection
- pattern recognition
- structure preserving
- high dimensional
- multiscale
- multiple scales
- data sets
- edge detector
- lower dimensional
- nonlinear dimensionality reduction