Titlebook: Brain–Computer Interface Research; A State-of-the-Art S Christoph Guger,Brendan Z. Allison,Kai Miller Book 2020 The Editor(s) (if applicabl

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2191-8112 ient groups; many chapters in this book present emerging and novel research directions likely to become more prevalent in the near future..978-3-030-49582-4978-3-030-49583-1Series ISSN 2191-8112 Series E-ISSN 2191-8120

Harpoon

https://doi.org/10.1007/978-3-319-98180-2onal EEG features were classified using stacked autoencoders; hand kinematic synergies were reconstructed to model the relationship of hand movement and EEG activities. .: An average classification accuracy of three-direction reaching tasks achieved 79?±?5.5% (best up to 88?±?6%). As for hand grasp

Microgram

“Dark Swoops”: Trauma and Madness in ,dual speakers in the mixture, (3) determines the attended speaker, and (4) amplifies the attended speaker’s voice to assist the listener. Using invasive electrophysiology recordings, our system is able to decode the attention of a subject and detect switches in attention using only the mixed audio.

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foppish

Watemelon

Neural Decoding of Upper Limb Movements Using Electroencephalography,onal EEG features were classified using stacked autoencoders; hand kinematic synergies were reconstructed to model the relationship of hand movement and EEG activities. .: An average classification accuracy of three-direction reaching tasks achieved 79?±?5.5% (best up to 88?±?6%). As for hand grasp

CODE

Neural Decoding of Attentional Selection in Multi-speaker Environments Without Access to Clean Sourdual speakers in the mixture, (3) determines the attended speaker, and (4) amplifies the attended speaker’s voice to assist the listener. Using invasive electrophysiology recordings, our system is able to decode the attention of a subject and detect switches in attention using only the mixed audio.

podiatrist

Goal-Directed BCI Feedback Using Cortical Microstimulation, a demonstration that multidimensional sensory feedback can be mapped to single goal-related encoded signal in certain behavioral contexts to decrease the cognitive burden associated with interpreting multiple ICMS-evoked percepts.

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