206 citations · 217 across the 4 of their papers we have counts for
5 papers
RPA: Residual Patch-Token Adapter for Image Retrieval from EEG and MEG
Yuhui Jin, Yonghao Song, Bingchuan Liu
Most existing MEG and EEG (M/EEG) visual decoding methods align brain signals with a single global embedding extracted from a pretrained visual encoder, leaving open whether interm…
A Surgery-Detection Two-Dimensional Panorama of Signal Acquisition Technologies in Brain-Computer Interface
Yike Sun, Xiaogang Chen, Bingchuan Liu +4
Brain-computer interface (BCI) technology is an interdisciplinary field that allows individuals to connect with the external world. The performance of BCI systems relies predominan…
Decoding Natural Images from EEG for Object Recognition
Yonghao Song, Bingchuan Liu, Xiang Li +3
Electroencephalography (EEG) signals, known for convenient non-invasive acquisition but low signal-to-noise ratio, have recently gained substantial attention due to the potential t…
tACS Facilitates Flickering Driving by Boosting Steady-State Visual Evoked Potentials
Bingchuan Liu, Xinyi Yan, Xiaogang Chen +2
There has become of increasing interest in transcranial alternating current stimulation (tACS) since its inception nearly a decade ago. tACS in modulating brain state is an active…
BETA: A Large Benchmark Database Toward SSVEP-BCI Application
Bingchuan Liu, Xiaoshan Huang, Yijun Wang +2
Brain-computer interface (BCI) provides an alternative means to communicate and it has sparked growing interest in the past two decades. Specifically, for Steady-State Visual Evoke…