2 papers
cs.LG2024
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…
math.DS2023
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…