Cyber-Physical Systems

fNIR Spectroscopy for Autorehabilitation CPSs  ◾  347

On the basis of the signal similarity level between a new point (say, Q), and a central point (say,

P), we can regard Q as part of the Bregman ball of P (if they are similar), or we should use Q as a

center and initiate a new Bregman ball (if not similar).

22.6 Conclusions

is chapter has introduced our innovative research methodology in cognitive neuroscience, that

is, using the latest manifold learning and information geometry theories to seek the mapping

relationship between (1) the synthesized spectrum of electroencephalogram (EEG) and functional

near-infrared (fNIR) images, and (2) the progress of rehabilitation (briefly called rehab) training.

Specifically, we have performed manifold ...