A Convolved Self-Attention Model for IMU-based Gait Detection and Human Activity Recognition

Author:

Tao Shuailin1,Goh Wang Ling1,Gao Yuan2

Affiliation:

1. Nanyang Technological University,School of Electrical and Electronic Engineering,Singapore,Republic of Singapore,639798

2. Technology and Research (A*STAR),Institute of Microelectronics (IME), Agency for Science,Singapore,Republic of Singapore,138634

Publisher

IEEE

Reference20 articles.

1. Language models are few-shot learners;brown;Adv Neural Inf Process Syst (NIPS),2020

2. An image is worth 16 × 16 words: Transformers for image recognition at scale;dosovitskiy;Proc Int Conf Learn Represent (ICLR),2021

3. Deep Residual Learning for Image Recognition

4. Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

5. Human activity recognition in IoHT applications using Arithmetic Optimization Algorithm and deep learning

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