Machine learning from limited data: Predicting biological dynamics under a time-varying external input

Hoony Kang, Keshav Srinivasan, Wolfgang Losert

Reservoir computing (RC) is known as a powerful machine learning approach for learning complex dynamics from limited data. Here, we use RC to predict highly stochastic dynamics of…