Binli Luo

CRRL: Learning Channel-invariant Neural Representations for High-performance Cross-day Decoding

Brain-computer interfaces have shown great potential in motor and speech rehabilitation, but still suffer from low performance stability across days, mostly due to the instabilities in neural signals. These instabilities, partially caused by neuron deaths and electrode shifts, leading to channel-lev…