Modeling Sensorimotor Learning with Linear Dynamical Systems

@article{Cheng2006ModelingSL,
  title={Modeling Sensorimotor Learning with Linear Dynamical Systems},
  author={Sen Cheng and Philip N. Sabes},
  journal={Neural Computation},
  year={2006},
  volume={18},
  pages={760-793}
}
Recent studies have employed simple linear dynamical systems to model trial-by-trial dynamics in various sensorimotor learning tasks. Here we explore the theoretical and practical considerations that arise when employing the general class of linear dynamical systems (LDS) as a model for sensorimotor learning. In this framework, the state of the system is a set of parameters that define the current sensorimotor transformation the function that maps sensory inputs to motor outputs. The class of… CONTINUE READING
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