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TWEN: EEG Emotion Recognition Model Based on Weakly Supervised Learning Framework with Two-Phase Multitask Autoencoder
Kim, Taewan, Jin, ChangGyun, Kim, Seong-Eun
Published in International Conference on Information and Communication Technology Convergence (Print) (16.10.2024)
Published in International Conference on Information and Communication Technology Convergence (Print) (16.10.2024)
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TBI2Vec: Traumatic Brain Injury Smartphone Sensing using AutoEncoder Embeddings
Shelke, Sayali, Agu, Emmanuel
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
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Uncovering cognitive taskonomy through transfer learning in masked autoencoder-based fMRI reconstruction
Qu, Youzhi, Xia, Junfeng, Jian, Xinyao, Li, Wendu, Peng, Kaining, Liang, Zhichao, Wu, Haiyan, Liu, Quanying
Year of Publication 24.05.2024
Year of Publication 24.05.2024
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Convolutional Autoencoder for Real-Time PPG Based Blood Pressure Monitoring Using TinyML
Ali, Noor Faris, Hussein, Mousa, Awwad, Falah, Atef, Mohamed
Published in Proceedings (International Conference on Microelectronics. Print) (17.12.2023)
Published in Proceedings (International Conference on Microelectronics. Print) (17.12.2023)
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A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds
Orlichenko, Anton, Qu, Gang, Zhou, Ziyu, Liu, Anqi, Deng, Hong-Wen, Ding, Zhengming, Stephen, Julia M, Wilson, Tony W, Calhoun, Vince D, Wang, Yu-Ping
Year of Publication 13.05.2024
Year of Publication 13.05.2024
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Multitask Autoencoder-Based Two-Phase Framework Using Multilevel Feature Fusion for EEG Emotion Recognition
Jin, ChangGyun, Shin, ChanWoo, Kim, Hanul, Kim, Seong-Eun
Published in International Conference on Electronics, Information and Communications (Online) (28.01.2024)
Published in International Conference on Electronics, Information and Communications (Online) (28.01.2024)
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Evaluation of LSTM for predicting grip strength using electromyography: a comparison of setups and methods
Anam, Khairul, Sudrajat, Ahmad, Rizal, Naufal Ainur, Intyanto, Gramandha Wega, Muldayani, Wahyu, Negara, Mohamad Agung Prawira, Sumardi, Bukhori, Saiful, Gitakarma, Made Santo, Castellini, Claudio
Published in Neural computing & applications (01.07.2025)
Published in Neural computing & applications (01.07.2025)
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Document-Image Related Visual Sensors and Machine Learning Techniques
Year of Publication 2023
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CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion
Nørskov, Anders Vestergaard, Zahid, Alexander Neergaard, Mørup, Morten
Year of Publication 13.11.2023
Year of Publication 13.11.2023
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Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection
Suvon, Mohammod N. I, Tripathi, Prasun C, Fan, Wenrui, Zhou, Shuo, Liu, Xianyuan, Alabed, Samer, Osmani, Venet, Swift, Andrew J, Chen, Chen, Lu, Haiping
Year of Publication 20.03.2024
Year of Publication 20.03.2024
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Abnormal structural and functional network topological properties associated with left prefrontal, parietal, and occipital cortices significantly predict childhood TBI-related attention deficits: A semi-supervised deep learning study
Cao, Meng, Wu, Kai, Halperin, Jeffery M., Li, Xiaobo
Published in Frontiers in neuroscience (02.03.2023)
Published in Frontiers in neuroscience (02.03.2023)
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Novel Robust Photoplethysmogram-Based Authentication
Pu, Limeng, Chacon, Pedro J., Wu, Hsiao-Chun, Choi, Jin-Woo
Published in IEEE sensors journal (01.03.2022)
Published in IEEE sensors journal (01.03.2022)
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Autoencoder-based Attribute Noise Handling Method for Medical Data
Ranvier, Thomas, Elgazel, Haytham, Coquery, Emmanuel, Benabdeslem, Khalid
Year of Publication 20.06.2022
Year of Publication 20.06.2022
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An Autoencoder-Based Fetal Heart Rate Detector for Noninvasive Recordings
Qureshi, Abuzar Ahmad, Wang, Lu, Ohtsuki, Tomoaki, Owada, Kazunari, Honma, Naoki, Hayashi, Hayato
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
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Modeling the behavior of multiple subjects using a Cauchy-Schwarz regularized Partitioned Subspace Variational AutoEncoder (CS-PS-VAE)
Yi, Daiyao, Saxena, Shreya
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.01.2022)
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Plant leaf disease recognition based on improved SinGAN and improved ResNet34
Chen, Jiaojiao, Hu, Haiyang, Yang, Jianping
Published in Frontiers in artificial intelligence (24.06.2024)
Published in Frontiers in artificial intelligence (24.06.2024)
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Attention Deficit Hyperactivity Disorder Classification Based on Deep Learning
Wang, Donglin, Hong, Don, Wu, Qiang
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.03.2023)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.03.2023)
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