Intermediate Sensory Feedback Assisted Multi-Step Neural Decoding for Reinforcement Learning Based Brain-Machine Interfaces

• Egile Nagusiak: Xiang Shen (Egilea), Xiang Zhang (Egilea), Yifan Huang (Egilea), Shuhang Chen (Egilea), Zhuliang Yu (Egilea), Yiwen Wang (Egilea)
• Formatua: Liburua
• Argitaratua: IEEE, 2022-01-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

Reinforcement-learning (RL)-based brain-machine interfaces (BMIs) interpret dynamic neural activity into movement intention without patients’ real limb movements, which is promising for clinical applications. A movement task generally requires the subjects to reach the target within one s...