2 papers
cs.LG2026
Stable Neural Decoding Across Sessions via Task-Conditioned Latent Alignment for Brain-Machine Interfaces
Canyang Zhao, Bolin Peng, J. Patrick Mayo +2
Achieving stable long-term neural decoding in invasive brain-machine interfaces (BMIs) remains challenging due to variations in recorded neural populations across sessions. Current…
cs.LG2026
Cross-Session Decoding of Neural Spiking Data via Task-Conditioned Latent Alignment
Canyang Zhao, Bolin Peng, J. Patrick Mayo +2
Training a high-performing neural decoder can be difficult when only limited data are available from a recording session. To address this challenge, we propose a Task-Conditioned L…