Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction

Bicky A. Marquez, Jose Suarez-Vargas, Bhavin J. Shastri

We describe a new technique which minimizes the amount of neurons in the hidden layer of a random recurrent neural network (rRNN) for time series prediction. Merging Takens-based a…