A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance

@article{Prerau2008AMF,
  title={A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance},
  author={Michael J. Prerau and Anne C. Smith and Uri T. Eden and Marianna Yanike and Wendy A. Suzuki and Emery N. Brown},
  journal={Biological Cybernetics},
  year={2008},
  volume={99},
  pages={1-14}
}
Continuous (reaction times) and binary (correct/ incorrect responses) measures of performance are routinely recorded to track the dynamics of a subject’s cognitive state during a learning experiment. Current analyses of experimental data from learning studies do not consider the two performance measures together and do not use the concept of the cognitive state formally to design statistical methods. We develop a mixed filter algorithm to estimate the cognitive state modeled as a linear… CONTINUE READING

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Regularized deterministic annealing hidding Markov models for identification and analysis of seismic and aseismic events

  • RA Granat, R Clayton, S Kedar, Y Kaneko
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