Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction.
Bicky A. MarquezJose Suarez-VargasBhavin J. ShastriPublished in: CoRR (2019)
Keyphrases
- recurrent neural networks
- feature extraction
- feed forward
- neural network
- complex valued
- reservoir computing
- artificial neural networks
- recurrent networks
- echo state networks
- feedforward neural networks
- face recognition
- feature selection
- cascade correlation
- nonlinear dynamic systems
- neural model
- feature vectors
- preprocessing
- image processing
- feature set
- hebbian learning
- long short term memory
- frequency domain
- extracted features
- high speed
- dimensionality reduction
- chaotic time series
- parallel processing
- computer architecture
- wavelet transform
- long term
- knowledge base