A brain-computer interface (BCI) establishes a right away output channel among the human mind and exterior units. BCIs infer person purpose through direct measures of mind task and hence permit conversation and regulate with no circulation. This e-book, authored by way of specialists within the box, offers an available creation to the neurophysiological and signal-processing history required for BCI, provides state of the art non-invasive and invasive ways, offers an summary of present and software program strategies, and reports the main attention-grabbing in addition to new, rising BCI functions. The e-book is meant not just for college kids and younger researchers, but in addition for rookies and different readers from assorted backgrounds willing to benefit approximately this important clinical endeavour.
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Extra resources for Brain-Computer Interfaces: Revolutionizing Human-Computer Interaction (The Frontiers Collection)
These findings have demonstrated that the rACC is robust to act as a focal region which showed neurophysiological abnormalities in MDD. Moreover, GM reductions were also found in the posterior parietal cortex in the current study, including the right precuneus and superior parietal lobule (SPL). Although less evidence could be found on the association between affective abnormalities and PPC, it was likely that the PPC deficits were related to the cognitive dysfunctions in MDD. We also computed the correlation coefficients between regions with GMV deficits and symptom severity.
Fig. 1. Gray matter differencees between MDD patients and healthy controls (HC). Cold color denotes the brain regions haviing significantly decreased gray matter volume in MDD patiients compared with healthy controlls. 001 (uncorrected), cluster size k > 50 voxels. 2 Resting-State Funcctional Connectivity Analysis Seed-oriented functional co onnectivity analyses were performed based on seeds ccorresponding to R. rACC (11,, 41, 9), R. Precuneus (1, -73, 41), and R. SPL (35, -56, 55) that showed abnormalities in i MDD patients in the above VBM analysis.
IEEE Transactions on Neural Systems and Rehabilitation Engineering 9(3), 283–288 (2001) 2. : Wavelet-based envelope features with automatic EOG artifact removal: Application to single-trial EEG data. K. Paul et al. 3. : A neural-network-based detection of epilepsy. Neurological Research 26(1), 55–60 (2004) 4. : Entropies for detection of epilepsy in EEG. Computer methods and programs in biomedicine 80(3), 187–194 (2005) 5. : Epileptic seizure detection using neural fuzzy networks. In: 2006 IEEE International Conference on Fuzzy Systems.