Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences

arXiv2308.14555MaRDI QIDQ6448911

Konstantinos V. Spiliopoulos, Samuel Chun-Hei Lam, Justin A. Sirignano

Publication date: 28 August 2023

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20)

This page was built for publication: Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences