Training fMRI Classifiers to Discriminate Cognitive States across Multiple Subjects

@inproceedings{Wang2003TrainingFC,
  title={Training fMRI Classifiers to Discriminate Cognitive States across Multiple Subjects},
  author={Xuerui Wang and Rebecca A. Hutchinson and Tom M. Mitchell},
  booktitle={NIPS},
  year={2003}
}
We consider learning to classify cognitive states of human subjects, based on their brain activity observed via functional Magnetic Resonance Imaging (fMRI). This problem is important because such classifiers constitute “virtual sensors” of hidden cognitive states, which may be useful in cognitive science research and clinical applications. In recent work… CONTINUE READING