Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM

24 May 2018German AbrevayaIrina RishAleksandr Y. AravkinGuillermo CecchiJames KozloskiPablo PoloseckiPeng ZhengSilvina Ponce DawsonJuliana RheeDavid Cox

Many real-world data sets, especially in biology, are produced by complex nonlinear dynamical systems. In this paper, we focus on brain calcium imaging (CaI) of different organisms (zebrafish and rat), aiming to build a model of joint activation dynamics in large neuronal populations, including the whole brain of zebrafish... (read more)

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