This repository is implementation of "Transformer-based Neural Network for Electrocardiogram Classification" from "International Journal of Advanced Computer Science and Applications, Vol. 13, No. 11, 2022". Please note that I am still working on the training processing and have not yet evaluation of model performance.
- Transformer-based Neural Network for Electrocardiogram Classification., Mohammed A. Atiea, Mark Adel., International Journal of Advanced Computer Science and Applications, Vol. 13, No. 11, 2022., https://thesai.org/Downloads/Volume13No11/Paper_39-Transformer_based_Neural_Network_for_Electrocardiogram_Classification.pdf
- Attention Is All You Need., Ashish Vaswani et al., https://arxiv.org/abs/1706.03762
- Self-Attention Encoding and Pooling for Speaker Recognition., Pooyan Safari et al., https://arxiv.org/pdf/2008.01077v1.pdf
- https://gist.github.com/pohanchi/c77f6dbfbcbc21c5215acde4f62e4362
- How to make a Transformer for time series forecasting with PyTorch., Kasper Groes Albin Ludvigsen., https://towardsdatascience.com/how-to-make-a-pytorch-transformer-for-time-series-forecasting-69e073d4061e