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Extended ICA and M-CSP with BiLSTM towards improved classification of EEG signals
Rahman, Atta Ur, Tubaishat, Abdallah, Al-Obeidat, Feras, Halim, Zahid, Tahir, Madiha, Qayum, Fawad
Published in Soft computing (Berlin, Germany) (01.10.2022)
Published in Soft computing (Berlin, Germany) (01.10.2022)
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Automatic Sleep Stage Classification Using Nasal Pressure Decoding Based on a Multi-Kernel Convolutional BiLSTM Network
Lee, Minji, Kang, Hyeokmook, Yu, Seong-Hyun, Cho, Heeseung, Oh, Junhyoung, van der Lande, Glenn, Gosseries, Olivia, Jeong, Ji-Hoon
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
Published in IEEE transactions on neural systems and rehabilitation engineering (2024)
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Software Subclassification Based on BERTopic-BERT-BiLSTM Model
Bu, Wenjuan, Shu, Hui, Kang, Fei, Hu, Qian, Zhao, Yuntian
Published in Electronics (Basel) (01.09.2023)
Published in Electronics (Basel) (01.09.2023)
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Continuous limb joint angle prediction from sEMG using SA-FAWT and Conv-BiLSTM
Han, Jiandong, Tian, Yang, Wang, Haoping, Peyrodie, Laurent
Published in Biomedical signal processing and control (01.11.2024)
Published in Biomedical signal processing and control (01.11.2024)
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Speech emotion recognition and classification using hybrid deep CNN and BiLSTM model
Mishra, Swami, Bhatnagar, Nehal, P, Prakasam, T. R, Sureshkumar
Published in Multimedia tools and applications (01.04.2024)
Published in Multimedia tools and applications (01.04.2024)
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ResNet-BiLSTM: A Multiscale Deep Learning Model for Heartbeat Detection Using Ballistocardiogram Signals
Liu, Yijun, Lyu, Yifan, He, Zhibin, Yang, Yonghao, Li, Jinheng, Pang, Zhiqiang, Zhong, Qinghua, Liu, Xuejie, Zhang, Han
Published in Journal of healthcare engineering (27.01.2022)
Published in Journal of healthcare engineering (27.01.2022)
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UNet-BiLSTM: A Deep Learning Method for Reconstructing Electrocardiography from Photoplethysmography
Guo, Yanke, Tang, Qunfeng, Chen, Zhencheng, Li, Shiyong
Published in Electronics (Basel) (01.05.2024)
Published in Electronics (Basel) (01.05.2024)
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CNN-BiLSTM and DC-IGN fusion model and piecewise exponential attenuation optimization: an innovative approach to improve EEG emotion recognition performance
Zhang, Shaohua, Feng, Yan, Chen, Ruzhen, Huang, Song, Wang, Qianchu
Published in Frontiers in computational neuroscience (16.06.2025)
Published in Frontiers in computational neuroscience (16.06.2025)
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Enhanced dysarthria detection in cerebral palsy and ALS patients using WaveNet and CNN-BiLSTM models: A comparative study with model interpretability
Hassan, Esraa, Saber, Abeer, Abd El-Hafeez, Tarek, Medhat, T., Shams, Mahmoud Y.
Published in Biomedical signal processing and control (01.12.2025)
Published in Biomedical signal processing and control (01.12.2025)
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Chinese Reviews Generation Based on HM-BiLSTM Model
Yuan, Jianglin, Guo, Zhigang, Chen, Gang, Sun, Yihe, Yang, RuiPeng
Published in Journal of physics. Conference series (01.10.2019)
Published in Journal of physics. Conference series (01.10.2019)
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Abnormal detection of electric power marketing data based on BiLSTM-CNN-CRF
Gong, Lihua, Pan, Yingnan, Cui, Hanxiang, Zhang, Xue, Song, Yuchen, Wang, Tingfeng
Published in Proceedings of SPIE, the international society for optical engineering (28.04.2025)
Published in Proceedings of SPIE, the international society for optical engineering (28.04.2025)
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