37 citations · 75 across the 4 of their papers we have counts for
4 papers
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…
Polynomial law for controlling the generation of n-scroll chaotic attractors in an optoelectronic delayed oscillator
Bicky A. Márquez, José J. Suárez-Vargas, Javier A. Ramírez
Controlled transitions between a hierarchy of n-scroll attractors are investigated in a nonlinear optoelectronic oscillator. Using the system's feedback strength as a control param…
Highly-complex optical signal generation using electro-optical systems with non-linear, non-invertible transmission functions
José J. Suárez-Vargas, Bicky A. Márquez, Jorge A. González
We present a scheme whereby a static non-linear, non-invertible transmission function performed by the electro-optic Mach-Zehnder modulator produces highly complex optical chaos. T…
Diverse routes to oscillation death in a coupled oscillator system
J. J. Suarez-Vargas, J. A. Gonzalez, A. Stefanovska +1
We study oscillation death (OD) in a well-known coupled-oscillator system that has been used to model cardiovascular phenomena. We derive exact analytic conditions that allow the p…