A Wearable Neuro-Feedback System With EEG-Based Mental Status Monitoring and Transcranial Electrical Stimulation

@article{Roh2014AWN,
  title={A Wearable Neuro-Feedback System With EEG-Based Mental Status Monitoring and Transcranial Electrical Stimulation},
  author={Taehwan Roh and Kiseok Song and Hyunwoo Cho and Dongjoo Shin and Hoi-Jun Yoo},
  journal={IEEE Transactions on Biomedical Circuits and Systems},
  year={2014},
  volume={8},
  pages={755-764}
}
A wearable neuro-feedback system is proposed with a low-power neuro-feedback SoC (NFS), which supports mental status monitoring with electroencephalography (EEG) and transcranial electrical stimulation (tES) for neuro-modulation. Self-configured independent component analysis (ICA) is implemented to accelerate source separation at low power. Moreover, an embedded support vector machine (SVM) enables online source classification, configuring the ICA accelerator adaptively depending on the types… CONTINUE READING