TD-LSTM: a time distributed and deep-learning-based architecture for classification of motor imagery and execution in EEG signals
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s00521-024-09731-w.pdf
Reference48 articles.
1. Graimann B, Allison BZ, Pfurtscheller G (2010) Brain-computer interfaces: revolutionizing human-computer interaction. Springer Science and Business Media
2. Meng H-J et al (2018) Differences between motor execution and motor imagery of grasping movements in the motor cortical excitatory circuit. PeerJ 6:e5588–e5588
3. Tayeb et al. (2019) Validating deep neural networks for online decoding of motor imagery movements from EEG signals. Sensors 19(1)
4. Zhang G, Davoodnia V, Sepas-Moghaddam A, Zhang Y, Etemad A (2020) Classification of hand movements from EEG using a deep attention-based LSTM network. IEEE Sens J 20(6):3113–3122
5. Tabar YR, Halici U (2017) A novel deep learning approach for classification of EEG motor imagery signals. J Neural Eng 14(1):16003
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1. Application of the time-distributed layer in the controller of memory-augmented neural networks to classify brain activities into motor imagery and motor execution;Applied Soft Computing;2024-09
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