首个系统评估基础模型在临床EEG和脑机接口任务中的泛化能力，为领域提供标准化基准
arXiv:2605.14698v1 Announce Type: cross Abstract: Foundation models (FMs) promise to extract unified representations that generalize across downstream…
脑电信号直接转文字？RAG+大模型解码思维的新方法，IEEE论文干货满满
arXiv:2605.17503v1 Announce Type: cross Abstract: The decoding of linguistic information from electroencephalography (EEG) signals remains an extremel…
从脑部fMRI信号解码情感描述，AI与神经科学跨界新突破。
arXiv:2605.16739v1 Announce Type: new Abstract: Decoding visual experience from brain activity has advanced substantially, but cur- rent brain-to-text…
新方法LAtte用双曲罗伦兹注意力突破跨被试EEG分类瓶颈，抗噪声与个体差异表现亮眼。
arXiv:2603.10881v2 Announce Type: replace Abstract: Electroencephalogram (EEG) classification plays a key role in medical diagnosis and brain-computer…
跨物种神经基础模型实现端到端语音解码，直接神经活动转文本，脑机接口新突破。
arXiv:2511.21740v5 Announce Type: replace-cross Abstract: Speech brain-computer interfaces (BCIs) aim to restore communication for people with paralys…
OpenAI投资Merge Labs，推动脑机接口技术融合生物与人工智能，拓展人类潜能新边界。
OpenAI is investing in Merge Labs to support new brain computer interfaces that bridge biological and artificial intelligence to maximize human abilit…
我国首个128通道全植入式脑机接口系统开启多中心临床试验，柔性电极+无线全植入方案进入临床转化快车道。
IT之家 5 月 18 日消息，据央视新闻报道，今天我国首个 128 通道全植入式脑机接口系统多中心临床试验正式启动。该项目由首都医科大学附属北京天坛医院担任组长单位，这也标志着我国自主研发的高通量侵入式脑机接口技术进入临床转化的快车道。 IT之家从报道获悉，此次临床试验所采用的脑机接口系统，由皮层…
用回顾性编码器对齐方法解决LFP建模瓶颈，助力低功耗脑机接口
arXiv:2605.14867v1 Announce Type: cross Abstract: Spike activity has been the dominant neural signal for behavior decoding due to its high spatial and…