6 citations · 9 across the 3 of their papers we have counts for
3 papers
How more data can hurt: Instability and regularization in next-generation reservoir computing
Yuanzhao Zhang, Edmilson Roque dos Santos, Huixin Zhang +1
It has been found recently that more data can, counter-intuitively, hurt the performance of deep neural networks. Here, we show that a more extreme version of the phenomenon occurs…
Fractal Basins as a Mechanism for the Nimble Brain
Erik Bollt, Jeremie Fish, Anil Kumar +2
An interesting feature of the brain is its ability to respond to disparate sensory signals from the environment in unique ways depending on the environmental context or current bra…
Robust reconstruction of sparse network dynamics
Tiago Pereira, Edmilson Roque dos Santos, Sebastian van Strien
Reconstruction of the network interaction structure from multivariate time series is an important problem in multiple fields of science. This problem is ill-posed for large network…