2 papers
nlin.AO2026
Self-Organization to the Edge of Ergodicity Breaking in a Complex Adaptive System
Nixie Sapphira Lesmana, Ling Feng, Kan Chen +1
Self-organized criticality is widely invoked for collective behavior, yet its role in objective-driven, heterogeneous adaptive systems is unclear. We introduce {\tt EvoSK}: agents…
cs.LG2025
Multiple Descents in Deep Learning as a Sequence of Order-Chaos Transitions in LSTM Networks
Wenbo Wei, Fan Xu, Nicholas Chong Jia Le +2
We observe a novel `multiple-descent' phenomenon during the learning process of a recurrent neural network called long-short-term memory (LSTM) networks during its training on real…