Publications
Journal
- Wang, X., Zhang, C., Kärkkäinen, T., Chang, Z., & Cong, F. (2022). “Channel Increment Strategy-Based 1D Convolutional Neural Networks for Seizure Prediction Using Intracranial EEG”. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31, 316-325. [Download]
- Wang, X., Zhang, G., Wang, Y., Yang, L., Liang, Z., & Cong, F. (2022). “One-Dimensional Convolutional Neural Networks Combined with Channel Selection Strategy for Seizure Prediction Using Long-Term Intracranial EEG”. International journal of neural systems, 32(02), 2150048. [Download]
- Wang, X., Wang, X., Liu, W., Chang, Z., Kärkkäinen, T., & Cong, F. (2021). “One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG”. Neurocomputing, 459, 212-222. [Download]
- Gu, B., Wang, H., Beltrán, D., Liu, B., Liang, T., Wang, X., & de Vega, M. (2021). “Embodied processing of disgust in Mandarin words: An ERP study”. Journal of Neurolinguistics, 58, 100981. [Download]
- Liu, B., Wang, H., Beltrán, D., Gu, B., Liang, T., Wang, X., & de Vega, M. (2020). “The generalizability of inhibition-related processes in the comprehension of linguistic negation. ERP evidence from the Mandarin language”. Language, Cognition and Neuroscience, 35(7), 885-895. [Download]
- Xia, X., Zhang, J., Wang, X., & Wang, X. (2019). “The approach behavior to angry words in athletes—A pilot study”. Frontiers in behavioral neuroscience, 13, 117. [Download]
- Wang, H., Li, J., Wang, X., Jiang, M., Cong, F., & de Vega, M. (2019). “Embodiment effect on the comprehension of Mandarin manual action language: An ERP study”. Journal of Psycholinguistic Research, 48(3), 713-728. [Download]
Conference
- Wang, X., Ristaniemi, T., & Cong, F. (2021, January). “One and Two Dimensional Convolutional Neural Networks for Seizure Detection Using EEG Signals”. In 2020 28th European Signal Processing Conference (EUSIPCO 2020) (pp. 1387-1391) IEEE. [Download]
- Wang, X., Kärkkäinen T., & Cong, F. (2022). “Seizure Prediction Using EEG Channel Selection Method”. 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2022. [Download]
Under review
- Wang, X., Gao, Z., Zhang, M., Wang, Y., Yang, L., Lin, J., Kärkkäinen, T., & Cong, F (2024). “Combination of Channel Reordering Strategy and Dual CNN-LSTM for Epileptic Seizure Prediction Using Three iEEG Datasets”, Submitted to IEEE Transactions on Neural Systems and Rehabilitation Engineering. [Codes]
