Topic: transformer-based decoders

Brain-computer interfaces (BCIs) have the potential to enable seamless interaction between humans and technology, with particular power for helping patients with paralysis, motor disabilities, or other neurodegenerative diseases move or communicate with the world. BCIs use ``decoders'‘ to relate neural activity to some desired action. Early approaches used highly specific and targeted statistical models, which required careful adaptation to different sessions or days for the same user, and lacked the ability to generalize across users or tasks. Recently, the availability of a large amount of n