On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification. - Huijuan Yang; Siavash Sakhavi; Kai Keng Ang; Cuntai Guan (EMBC, 2015)

Parallel convolutional-linear neural network for motor imagery classification. - Siavash Sakhavi; Cuntai Guan; Shuicheng Yan (EUSIPCO, 2015)

Convolutional neural network-based transfer learning and knowledge distillation using multi-subject data in motor imagery BCI. - Siavash Sakhavi; Cuntai Guan (NER, 2017)

Object Proposal Generation With Fully Convolutional Networks. - Zequn Jie; Wen Feng Lu; Siavash Sakhavi; Yunchao Wei; Francis Eng Hock Tay; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks. - Siavash Sakhavi; Cuntai Guan; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2018)