47 citations · 83 across the 8 of their papers we have counts for
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q-bio.NC2012★ 1 cited
Online Discrimination of Nonlinear Dynamics with Switching Differential Equations
Sebastian Bitzer, Izzet B. Yildiz, Stefan J. Kiebel
How to recognise whether an observed person walks or runs? We consider a dynamic environment where observations (e.g. the posture of a person) are caused by different dynamic proce…
q-bio.NC2012★ 24 cited
Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks
Sebastian Bitzer, Stefan J. Kiebel
Recurrent neural networks (RNNs) are widely used in computational neuroscience and machine learning applications. In an RNN, each neuron computes its output as a nonlinear function…