3 papers
cs.HC2025
Brain-Muscle Atlas: A novel framework for Motor Brain-Computer Interfaces
Ye Sun, Bowei Zhao, Dezhong Yao +6
Motor brain-computer interfaces (BCIs) enable the control of external devices by decoding neural signals. However, most existing systems rely on a direct "brain-machine" mapping, o…
cs.NE2025
Memory-DD: A Low-Complexity Dendrite-Inspired Neuron for Temporal Prediction Tasks
Dongjian Yang, Xiaoyuan Li, Chuanmei Xi +2
Dendrite-inspired neurons have been widely used in tasks such as image classification due to low computational complexity and fast inference speed. Temporal data prediction, as a k…
q-bio.NC2025
System Filter-Based Common Components Modeling for Cross-Subject EEG Decoding
Xiaoyuan Li, Xinru Xue, Bohan Zhang +3
Brain-computer interface (BCI) technology enables direct communication between the brain and external devices through electroencephalography (EEG) signals. However, existing decodi…