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» Authors » Siavash Sakhavi

Siavash Sakhavi

Explore the profile of Siavash Sakhavi including associated specialties, affiliations and a list of published articles. Areas
Snapshot
Articles 2
Citations 101
Followers 0
Related Specialties
Biomedical Engineering
Medical Informatics
Co-Authors
Cuntai Guan
Shuicheng Yan
Kai Keng Ang
Huijuan Yang
Published In
Annu Int Conf IEEE Eng Med Biol Soc
IEEE Trans Neural Netw Learn Syst
Affiliations
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Recent Articles
1.
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks
Sakhavi S, Guan C, Yan S
IEEE Trans Neural Netw Learn Syst . 2018 Jul; 29(11):5619-5629. PMID: 29994075
Deep learning (DL) methods and architectures have been the state-of-the-art classification algorithms for computer vision and natural language processing problems. However, the successful application of these methods in motor imagery...
2.
On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification
Yang H, Sakhavi S, Ang K, Guan C
Annu Int Conf IEEE Eng Med Biol Soc . 2016 Jan; 2015:2620-3. PMID: 26736829
Learning the deep structures and unknown correlations is important for the detection of motor imagery of EEG signals (MI-EEG). This study investigates the use of convolutional neural networks (CNNs) for...