26-30 July 2026

EMBC 2026

Toronto, Canada
Mo.P2: Brain-Computer Interfaces and Human State Decoding
Monday, 27 July, 16:30 - 18:30
Location: Hall E
Session Type: Poster
Theme 1: Biomedical Signal Processing
Poster Board: B-18

Mo.P2.B-18: CROSS-SUBJECT EYE MOVEMENT REGRESSION USING GENERIC FOAM EAR-EOG

Abhinav Uppal, Min Suk Lee, University of California, San Diego; Joanna Mialkowska, Imperial College London; Adyant Balaji, University of California, San Diego; Jaeouk Cho, Korea Advanced Institute of Science & Technology; Teng Fei, University of California, San Diego; Johannes Leugering, Forschungszentrum Jülich; Akshay Paul, Yuchen Xu, Virginia de Sa, Gert Cauwenberghs, University of California, San Diego
Poster Board: B-19

Mo.P2.B-19: Inter-Subject Transfer Learning with Matrix ElasticNet Regularization for One-Shot SSVEP Classification

Qiaoyi Wu, Tianjin University; Ruilong Peng, Tianjin Huanhu Hospital; Yongzhi Huang, Haiqing Yu, Minpeng Xu, Dong Ming, TIanjin University, Haihe Laboratory of Brain-computer interaction and Human-machine Integration
Poster Board: B-20

Mo.P2.B-20: INVESTIGATING SUBLIMINAL MUSCLE ACTIVITY FOR MOTOR IMAGERY CLASSIFICATION USING EEG–EMG FUSION

Yan Victor Mazer Bueno, Adenauer Girardi Casali, Federal University of São Paulo (UNIFESP)
Poster Board: B-21

Mo.P2.B-21: FEW-SHOT LEARNING FOR SPEECH IMAGERY DECODING FROM EEG WITH WPD-ERSP FEATURES

DIVYA KEERTHANA K, SUBASREE R, NATIONAL INSTITUTE OF MENTAL HEALTH AND NEUROSCIENCES; NAMYA AGRAWAL, GANDHI MEDICAL COLLEGE; ABRAHAM G K, INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY; RAGHAVENDRA K, NATIONAL INSTITUTE OF MENTAL HEALTH AND NEUROSCIENCES; MADHAV RAO, INTERNATIONAL INSTITUTE OF INFORMATION TECHNOLOGY
Poster Board: B-22

Mo.P2.B-22: Signal-Based Interictal Spike Clustering Pipeline Enhances SNR and Epileptogenic Zone Localization

Subhasiny Sankar, Maastricht University; ED Gommer, Maastricht University and MUMC; ECW van Straaten, Maastricht University, Eindhoven University of Technology and Kempenhaeghe, Heeze; WH Mess, Maasticht university and MUMC
Poster Board: B-23

Mo.P2.B-23: Ablating Riemannian Deep Learning: The Critical Role of Test-Time Adaptation and Learnable Scaling in Imagined Speech Decoding

Francesco Iacomi, Cristiana Calvaresi, Riccardo Barbieri, Luca Mainardi, Politecnico di Milano
Poster Board: B-24

Mo.P2.B-24: EEG-Based Emotion and Intensity Recognition Using Bipartite Graph-Transformer Models

Marzieh Niaki, Shyamal Y. Dharia, Yangjun Chen, Camilo E. Valderrama, University of Winnipeg
Poster Board: B-25

Mo.P2.B-25: Evaluation Of Brain Activity On Visual Function Improved By Different Periods Of Vision Training

Yushiro Ishii, Keiichiro Inagaki, Chubu University
Poster Board: B-26

Mo.P2.B-26: Emotion Recognition from Physiological Signals Using Machine Learning Algorithms Under Controlled Emotional Stimuli

Aditi Site, Annariina Lohiranta, Tarmo Lipping, Tampere University
Poster Board: B-27

Mo.P2.B-27: FIXATIONAL EYE MOVEMENT SYNTHESIS WITH RECTIFIED FLOW AND MICROSACCADE-BASED EVALUATION

Rahnama Safdari, KTH; Mattias Nilsson, Yiting Wang, Karolinska Institute
Poster Board: B-28

Mo.P2.B-28: Frequency-Resolved EEG Microstate Features for SVM-Based Classification of Emotional Reactivity

Marius-Alin Dragu, Gabriela Niculescu, Ioana Vasiliu, Magdalena Țurcanu, Georgeta-Mihaela Neagu, National University of Science and Technology Politehnica Bucharest; Ciprian Fǎcǎeru, Alexandra Sofonea, Cosmina A. Duțică, Theatre and Cinema University of Bucharest; Miralena I. Tomescu, University Ştefan cel Mare of Suceava