2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
BIO-11: Deep Learning for Physiological Signals |
| Session Type: Poster |
| Time: Thursday, 10 June, 13:00 - 13:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Arvind Rao, University of Michigan |
| BIO-11.1: MULTILABEL 12-LEAD ELECTROCARDIOGRAM CLASSIFICATION USING BEAT TO SEQUENCE AUTOENCODERS |
| Alexander William Wong; University of Alberta |
| Amir Salimi; University of Alberta |
| Abram Hindle; University of Alberta |
| Sunil Vasu Kalmady; University of Alberta |
| Padma Kaul; University of Alberta |
| BIO-11.2: CONTRASTIVE EMBEDDIND LEARNING METHOD FOR RESPIRATORY SOUND CLASSIFICATION |
| Wenjie Song; Harbin Institute of Technology |
| Jiqing Han; Harbin Institute of Technology |
| Hongwei Song; Harbin Institute of Technology |
| BIO-11.3: DECODING NEURAL REPRESENTATIONS OF RHYTHMIC SOUNDS FROM MAGNETOENCEPHALOGRAPHY |
| Pei-Chun Chang; National Yang Ming Chiao Tung University |
| Jia-Ren Chang; National Yang Ming Chiao Tung University |
| Po-Yu Chen; National Yang Ming Chiao Tung University |
| Li-Kai Cheng; National Yang Ming Chiao Tung University |
| Jen-Chuen Hsieh; National Yang Ming Chiao Tung University |
| Hsin-Yen Yu; Taipei National University of the Arts |
| Li-Fen Chen; National Yang Ming Chiao Tung University |
| Yong-Sheng Chen; National Yang Ming Chiao Tung University |
| BIO-11.4: LOW-DIMENSIONAL DENOISING EMBEDDING TRANSFORMER FOR ECG CLASSIFICATION |
| Jian Guan; Harbin Engineering University |
| Wenbo Wang; Harbin Engineering University |
| Pengming Feng; State Key Laboratory of Space-Ground Integrated Information Technology |
| Xinxin Wang; Alibaba Group |
| Wenwu Wang; University of Surrey |
| BIO-11.5: SELF-SUPERVISED LEARNING FOR SLEEP STAGE CLASSIFICATION WITH PREDICTIVE AND DISCRIMINATIVE CONTRASTIVE CODING |
| Qinfeng Xiao; Beijing Jiaotong University |
| Jing Wang; Beijing Jiaotong University |
| Jianan Ye; Beijing Jiaotong University |
| Hongjun Zhang; Beijing Jiaotong University |
| Yuyan Bu; Beijing Jiaotong University |
| Yiqiong Zhang; Beijing Jiaotong University |
| Hao Wu; Beijing Jiaotong University |
| BIO-11.6: LENGTH NO LONGER MATTERS: A REAL LENGTH ADAPTIVE ARRHYTHMIA CLASSIFICATION MODEL WITH MULTI-SCALE CONVOLUTION |
| Chuanqi Han; Institute of Computing Technology, Chinese Academy of Sciences |
| Fang Yu; Institute of Computing Technology, Chinese Academy of Sciences |
| Peng Wang; Institute of Computing Technology, Chinese Academy of Sciences |
| Ruoran Huang; Institute of Computing Technology, Chinese Academy of Sciences |
| Xi Huang; Institute of Computing Technology, Chinese Academy of Sciences |
| Li Cui; Institute of Computing Technology, Chinese Academy of Sciences |
| BIO-11.7: FEW-SHOT LEARNING FOR DECODING SURFACE ELECTROMYOGRAPHY FOR HAND GESTURE RECOGNITION |
| Elahe Rahimian; Concordia University |
| Soheil Zabihi; Concordia University |
| Amir Asif; York University |
| Seyed Farokh Atashzar; New York University |
| Arash Mohammadi; Concordia University |