26-30 July 2026

EMBC 2026

Toronto, Canada
Tu.3.6: Brain-Computer Interface and Brain-Machine Interface III
Tuesday, 28 July, 14:30 - 16:00
Location: Room 801A
Session Type: Oral
Session Co-Chairs: Baiying Lei and Yuhan Xie
Theme 5: Neural and Rehabilitation Engineering
Tue, 28 Jul, 14:30 - 14:45

Tu.3.6.1: COMPOSITIONAL DECODING OF NEURAL ACTIVITY ENHANCES GENERALIZATION IN HANDWRITING BCIS
Sowmya Manojna Narasimha, Jingya Huang, Ram Dyuthi Sristi, Vikash Gilja, Gal Mishne, University of California San Diego
Tue, 28 Jul, 14:45 - 15:00

Tu.3.6.2: Neurodynamic-Informed Spatiotemporal Neural Field for Non-Invasive Continuous Speech Decoding
Shuzhi Zhao, Xiaokang Liu, Lan Wang, Nan Yan, SAIT
Tue, 28 Jul, 15:00 - 15:15

Tu.3.6.3: A TASK-ADAPTIVE DUAL-STATE FUSION DECODER FOR HIGH-PERFORMANCE SSVEP-BASED BRAIN-COMPUTER INTERFACES
Shunguo Duan, Jie Mei, Qiangfan Meng, Minpeng Xu, Dong Ming, Tianjin University
Tue, 28 Jul, 15:15 - 15:30

Tu.3.6.4: Speech attention decoding using steady-state neural responses to hierarchical linguistic units
Wenhui Sun, Yujia Di, Nai Ding, Jiajie Zou, Zhejiang University
Tue, 28 Jul, 15:30 - 15:45

Tu.3.6.5: DreamCatcher: Neural decoding via contextual embedding space
Subhrasankar Chatterjee, Assistant Professor, UPES Dehradun; Debasis Samanta, Professor, Indian Institute of Technology Kharagpur
Tue, 28 Jul, 15:45 - 16:00

Tu.3.6.6: ROBUST ECOG MOTOR DECODING VIA ADVERSARIAL TRAINING FOR LONG-TERM STABLE BRAIN-COMPUTER INTERFACES
Wenxin Che, Yuhan Xie, Mahsa Shoaran, EPFL