Vogt, Ryan

1. On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools
   2020/06/25 by Vogt, Ryan, Touzel, Maximilian Puelma, Shlizerman, Eli +1 · 2 citations
   #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Lyapunov-Guided Representation of Recurrent Neural Network Performance
   2022/04/11 by Ryan Vogt, Yang Zheng, Vogt, Ryan +3 · 1 citation
   Computer Science · Neuroscience · #Neural Networks and Applications #Neural dynamics and brain function #Neural Networks and Reservoir Computing