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Latent Factor Decoding of Multi-Channel EEG for Emotion Recognition Through Autoencoder-Like Neural Networks
Li, Xiang, Zhao, Zhigang, Song, Dawei, Zhang, Yazhou, Pan, Jingshan, Wu, Lu, Huo, Jidong, Niu, Chunyang, Wang, Di
Published in Frontiers in neuroscience (02.03.2020)
Published in Frontiers in neuroscience (02.03.2020)
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Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition
Wang, Yixin, Qiu, Shuang, Li, Dan, Du, Changde, Lu, Bao-Liang, He, Huiguang
Published in IEEE/CAA journal of automatica sinica (01.09.2022)
Published in IEEE/CAA journal of automatica sinica (01.09.2022)
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Autoencoder-based phenotyping of ophthalmic images highlights genetic loci influencing retinal morphology and provides informative biomarkers
Sergouniotis, Panagiotis I, Diakite, Adam, Gaurav, Kumar, Birney, Ewan, Fitzgerald, Tomas
Published in Bioinformatics (Oxford, England) (26.12.2024)
Published in Bioinformatics (Oxford, England) (26.12.2024)
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AERed: An Autoencoder-Decoder Dimensionality Reduction Method for Wearable-Based Human Activity Recognition
Anjali, Dai, Hong-Ning, Kumar, Jitendra, Pandey, Om Jee
Published in IEEE sensors journal (01.12.2023)
Published in IEEE sensors journal (01.12.2023)
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Noise Reduction in Photoplethysmography Signals using a Convolutional Denoising Autoencoder with Unconventional Training Scheme
Mohagheghian, Fahimeh, Han, Dong, Ghetia, Om, Peitzsch, Andrew, Nishita, Nishat, Nejad, Mahdi Pirayesh Shirazi, Ding, Eric Y., Noorishirazi, Kamran, Hamel, Alexander, Otabil, Edith Mensah, DiMezza, Danielle, Dickson, Emily L., Tran, Khanh-Van, McManus, David D., Chon, Ki H.
Published in IEEE transactions on biomedical engineering (01.02.2024)
Published in IEEE transactions on biomedical engineering (01.02.2024)
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Unveiling complex brain dynamics during movie viewing via deep recurrent autoencoder model
Wang, Kexin, Song, Limei, Li, Zhaowei, Wang, Liting, He, Xiaowei, Ren, Yudan, Lv, Jinglei
Published in NeuroImage (Orlando, Fla.) (15.04.2025)
Published in NeuroImage (Orlando, Fla.) (15.04.2025)
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Atrial fibrillation detection on reconstructed photoplethysmography signals collected from a smartwatch using a denoising autoencoder
Mohagheghian, Fahimeh, Han, Dong, Ghetia, Om, Chen, Darren, Peitzsch, Andrew, Nishita, Nishat, Ding, Eric Y., Mensah Otabil, Edith, Noorishirazi, Kamran, Hamel, Alexander, Dickson, Emily L., DiMezza, Danielle, Tran, Khanh-Van, McManus, David D., Chon, Ki H.
Published in Expert systems with applications (01.03.2024)
Published in Expert systems with applications (01.03.2024)
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Generalizable Sample-Efficient Siamese Autoencoder for Tinnitus Diagnosis in Listeners With Subjective Tinnitus
Liu, Zhe, Yao, Lina, Wang, Xianzhi, Monaghan, Jessica J. M., Schaette, Roland, He, Zihuai, McAlpine, David
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
Published in IEEE transactions on neural systems and rehabilitation engineering (2021)
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Graph-informed convolutional autoencoder to classify brain responses during sleep
Zakeri, Sahar, Makouei, Somayeh, Danishvar, Sebelan
Published in Frontiers in neuroscience (28.04.2025)
Published in Frontiers in neuroscience (28.04.2025)
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Attenuation Tomography Using Low-Frequency Ultrasound With Variational Autoencoder for Thorax Imaging: Experimental Study
Zhang, Tong, Shi, Haokang, Lin, Zhichao, Cao, Yeyu, Guo, Rui, Zhang, Haolin, Li, Maokun, Yang, Fan, Xu, Shenheng
Published in IEEE transactions on biomedical engineering (01.01.2025)
Published in IEEE transactions on biomedical engineering (01.01.2025)
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A superpixel powered autoencoder technique for detecting dementia
Bansal, Deepika, Khanna, Kavita, Chhikara, Rita, Dua, Rakesh Kumar, Malhotra, Rajeev
Published in Expert systems (01.06.2022)
Published in Expert systems (01.06.2022)
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Deep Variational Autoencoder for Mapping Functional Brain Networks
Qiang, Ning, Dong, Qinglin, Ge, Fangfei, Liang, Hongtao, Ge, Bao, Zhang, Shu, Sun, Yifei, Gao, Jie, Liu, Tianming
Published in IEEE transactions on cognitive and developmental systems (01.12.2021)
Published in IEEE transactions on cognitive and developmental systems (01.12.2021)
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