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Predicting outcome of movement trajectories using RNN

The project is contained in the Jupyter notebook (model_rnn.ipynb).

  • Participants reached from a start circle to one of two targets. Thus, there were three possible outcomes of the trajectories: Left target reach, Right target reach, Not reached target in time.
  • The RNN was trained to predict the outcome of the trajectory given a 100 ms trajectory sample (x coordinates, y coordinates, x velocities, y velocities and time in trial).