26-30 July 2026

EMBC 2026

Toronto, Canada
Tu.P2: EMG Signal Processing and Human-Machine Interfaces I
Tuesday, 28 July, 16:30 - 18:30
Location: Hall E
Session Type: Poster
Theme 1: Biomedical Signal Processing
Poster Board: D-25

Tu.P2.D-25: Geometry-Aware Sparse-to-Dense Reconstruction for sEMG Armbands via WGAN-GP with Circular Positional Encoding
Jiawei Liao, West China Hospital of Sichuan University; Qilin Liu, Qiong Guo, West China Hospital of sichuan university; Yihui Zhao, Ning Jiang, Qing Mao, Yuan Yang, West China Hospital of Sichuan University; Jin Huang, West China Hospital of sichuan university; Jiayuan He, West China Hospital of Sichuan University
Poster Board: D-26

Tu.P2.D-26: Cross-Modal Data Generation for Gait Analysis through Denoising Diffusion Probabilistic Model
Yihui Zhao, Jiawei Liao, Xu Liu, Tianming Cai, Jiang Ning, Jiayuan He, Sichuan University
Poster Board: D-27

Tu.P2.D-27: EXPLORING MOTOR UNIT-BASED HUMAN-MACHINE INTERFACES VIA SPIKING NEURAL NETWORKS AND CONTEXT-INFORMED INCREMENTAL LEARNING
Mattia Orlandi, Pierangelo Maria Rapa, University of Bologna; Farah Baracat, University of Zurich; Luca Benini, University of Bologna; Elisa Donati, University of Zurich; Simone Benatti, University of Modena and Reggio Emilia
Poster Board: D-28

Tu.P2.D-28: Subject-Stratified Meta-Learning for Few-Shot Adaptation in EMG-Based Gesture Recognition
Ren Takeuchi, Akira Furui, Hiroshima University
Poster Board: D-29

Tu.P2.D-29: JOINT-ADAPTIVE TEMPORAL FILTERING FOR ROBUST POSE-BASED HUMAN MOTION ANALYSIS
Bhavya Sehgal, Irene Cheng, University of Alberta
Poster Board: D-30

Tu.P2.D-30: COMPARATIVE ANALYSIS OF TASK-SPECIFIC AND COMBINED UPPER-LIMB EMG FEATURES FOR EARLY PARKINSON’S DISEASE CLASSIFICATION
Júlia Rey Vilches, Chiara Gorlini, Silvia Tolu, Technical University of Denmark; Trine Hørmann Thomsen, Bo Biering-Sørensen, Rigshospitalet; Sadasivan Puthusserypady, Technical University of Denmark
Poster Board: D-31

Tu.P2.D-31: Comparison of sEMG Encoding accuracy across speech modes using articulatory and phoneme features
Chenqian Le, Ruisi Li, Beatrice Fumagalli, Yasamin Esmaeili, Xupeng Chen, Amirhossein Khalilian-Gourtani, Tianyu He, Adeen Flinker, Yao Wang, New York University
Poster Board: D-32

Tu.P2.D-32: LEVERAGING AGONISTIC-ANTAGONISTIC COACTIVATION IN SINGLE-GRID HDSEMG FOR HAND GESTURE RECOGNITION
Firas Darwish, University of Oxford; Dhiyaa Al Jorf, ETH Zurich; Costanza Armanini, New York University Abu Dhabi; Eion Tyacke, New York University; Farah E. Shamout, New York University Abu Dhabi
Poster Board: D-33

Tu.P2.D-33: Wearable Sensor-Driven Characterization of Pathological Gait: A Correlation Network Approach to Rehabilitation

Giovanni Iaselli, Sabrina Grieco, Lucia Palazzo, Gaetano Pagano, Istituti Clinici Scientifici Maugeri IRCCS; Francesco Amato, University of Naples Federico II; Giovanni D'Addio, Istituti Clinici Scientifici Maugeri IRCCS
Poster Board: D-34

Tu.P2.D-34: QUANTIFYING NEUROMODULATION DURING EXOSKELETON-ASSISTED MOVEMENT USING EEG SAMPLE ENTROPY
Yelena Tonoyan, Marianna Semprini, Italian Institute of Technology
Poster Board: D-35

Tu.P2.D-35: VALIDATION OF EMPIRICAL WAVELET TRANSFORM FOR THE SUPPRESSION OF ARTIFACTS PRESENT DURING TRANSCUTANEOUS SPINAL CORD STIMULATION AFTER STROKE
Dhanhanjay Pachori, Indian Institute of Information Technology, Nagpur; Murat Akcakaya, University of Pittsburgh; Amit Sethi, University of Utah
Poster Board: D-36

Tu.P2.D-36: A MULTIMODAL QUANTITATIVE ASSESSMENT OF UPPER-LIMB FUGL-MEYER TASKS IN STROKE: A LONGITUDINAL CASE STUDY
Erika Rovini, Filippo Cavallo, Martina Falagiani, Ludovica Evangelista, Giulio Cherubini, Stefano Doronzio, University of Florence; Tommaso Ciapetti, Julieta Giacani, IRCCS Fondazione Don Gnocchi; Francesca Cecchi, Laura Fiorini, University of Florence
Poster Board: D-37

Tu.P2.D-37: HD-sEMG for bipolar sensors optimal positioning: a data driven approach
Roberto Billardello, Gianmarco Cirelli, Francesca Cordella, Università Campus Bio-Medico di Roma; Cosimo Gentile, INAIL; Fabrizio Taffoni, Università Campus Bio-Medico di Roma; Emanuele Gruppioni, INAIL; Loredana Zollo, Università Campus Bio-Medico di Roma
Poster Board: D-38

Tu.P2.D-38: Surface electromyography based analysis of muscle fatigue dominance and co-activation using wavelet scattering transform
Hariharan S, Gobinath K, National Institute of Technology Tiruchirappalli; Saravanan M, Indian Institute of Technology Madras; Balasubramaniam Natarajan, Kansas State University; Babji Srinivasan, Indian Institute of Technology Madras; Karthick P A, National Institute of Technology Tiruchirappalli
Poster Board: D-39

Tu.P2.D-39: NEUROMUSCULAR STRATEGY EXTRACTION FROM HARMONIUM PERFORMANCE VIA SEMG
Pushp Garg, Anish C. Turlapaty, Purval Bhude, Himangshu Sarma, Mrinmoy Ghorai, Indian Institute of Information Technology, Sricity; Balakrishna Gokaraju, North Carolina A&T State University