An X.,Tianjin University |
Ming D.,Tianjin University |
Sterling D.,Bernstein Center for Computational Neuroscience in Berlin |
Qi H.,Tianjin University |
Blankertz B.,TU Berlin
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014 | Year: 2014
Multimodal spellers combining visual and auditory stimulation have recently gained more attention in ERP-based Brain-Computer Interfaces (BCIs). Most studies found an improved efficiency compared to unimodal paradigms while few have explored the effect of the visual-to-auditory delays on the spelling performance. Here, we study five conditions with different visual-to-auditory delays, in order to find the paradigm that provides the best overall BCI performance. We compared the temporal and spatial binary classification accuracy as well as the grand-averaged classification accuracies over repetitions. Results show that long delays may cause better performance in early time intervals corresponding to negative ERP components, but better overall performance is achieved with short visual-to-auditory delays. © 2014 IEEE.
News Article | November 10, 2016
Scientists have pinpointed the ticklish bit of a rat's brain. The results, published in the journal Science, are another step toward understanding the origins of ticklishness, and its purpose in social animals. Although virtually every human being on the planet has been tickled, scientists really don't understand why people are ticklish. The idea that a certain kind of touching could easily lead to laughter is confusing to a neuroscientist, says Shimpei Ishiyama, a postdoctoral research fellow at the Bernstein Center for Computational Neuroscience in Berlin, Germany. "Just a physical touch inducing such an emotional output — this is very mysterious," Ishiyama says. "This is weird." To try and get a handle on how tickling works, Ishiyama studied rats, who seem to enjoy being tickled, according to previous research. He inserted electrodes into the rats' brains, in a region called their somatosensory cortex. That's a part of the brain that processes touch, and when Ishiyama tickled the rats, it caused neurons in that region to fire. The rats also seemed to giggle hysterically, emitting rapid-fire, ultrasonic squeaks. Earlier research has shown rats naturally emit those squeaks during frisky social interaction, such as when they are playing with other rats. Next, Ishiyama pretend-tickled the rats by moving his hand around the cage in a playful manner. Rather than withdraw, the rats sought more contact. Again, he saw the neurons in the somatosensory cortex firing, even though the rats weren't being touched. This suggested to him that anticipation of tickling could trigger the region of the brain that responds to touch — even without the physical stimulus. Finally, Ishiyama stimulated the somatosensory cortex directly, by sending an electrical signal directly into the brain. The rats squeaked the same way, suggesting that this region really is the tickling epicenter of a rat's brain. Ishiyama says that was a clear "eureka moment." The role of the somatosensory region of the brain appears to be more complex than originally thought. Rather than being a simple signal-processing center, he says, the region seems to have some connection to emotion. The result is another important step in understanding ticklishness, says Jaak Panksepp, a psychobiologist and researcher at Washington State University, who studies animal tickles. Panksepp says that the evolutionary origins of ticklishness remain unclear, but he thinks that it may have evolved to encourage play, which in turn teaches social animals how to interact. "Children love to be tickled," he says. "That's part of growing up and becoming a full human being."