Search Results - "one-dimensional convolutional neural network (1D-CNN)" :: K.UTB vyhledávací portál

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Detecting slow eye movements using multi-scale one-dimensional convolutional neural network for driver sleepiness detection

by Jiao, Yingying, He, Xiujin, Jiao, Zhuqing
Published in Journal of neuroscience methods (01.09.2023)

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Affective Computing on Machine Learning-Based Emotion Recognition Using a Self-Made EEG Device

by Mai, Ngoc-Dau, Lee, Boon-Giin, Chung, Wan-Young
Published in Sensors (Basel, Switzerland) (29.07.2021)

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Recognizing drivers’ sleep onset by detecting slow eye movement using a parallel multimodal one-dimensional convolutional neural network

by Jiao, Yingying, He, Xiujin
Published in Computer methods in biomechanics and biomedical engineering (29.01.2025)

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Deep learning for retention time prediction in reversed-phase liquid chromatography

by Fedorova, Elizaveta S., Matyushin, Dmitriy D., Plyushchenko, Ivan V., Stavrianidi, Andrey N., Buryak, Aleksey K.
Published in Journal of Chromatography A (08.02.2022)

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EEG-FMCNN: A fusion multi-branch 1D convolutional neural network for EEG-based motor imagery classification

by Wang, Wenlong, Li, Baojiang, Wang, Haiyan, Wang, Xichao, Qin, Yuxin, Shi, Xingbin, Liu, Shuxin
Published in Medical & biological engineering & computing (01.01.2024)

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Compressed chromatographic fingerprint of Artemisiae argyi Folium empowered by 1D-CNN: Reduce mobile phase consumption using chemometric algorithm

by Nie, Wennan, Qian, Jiahe, Li, Cunhao, Zhang, Shule, Li, Wenlong
Published in Journal of Chromatography A (10.05.2025)

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AI-Based Denoising of Head Impact Kinematics Measurements With Convolutional Neural Network for Traumatic Brain Injury Prediction

by Zhan, Xianghao, Liu, Yuzhe, Cecchi, Nicholas J., Callan, Ashlyn A., Le Flao, Enora, Gevaert, Olivier, Zeineh, Michael M., Grant, Gerald A., Camarillo, David B.
Published in IEEE transactions on biomedical engineering (01.09.2024)

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A single-channel EEG based automatic sleep stage classification method leveraging deep one-dimensional convolutional neural network and hidden Markov model

by Yang, Bufang, Zhu, Xilin, Liu, Yitian, Liu, Hongxing
Published in Biomedical signal processing and control (01.07.2021)

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Using machine learning models for cuffless blood pressure estimation with ballistocardiogram and impedance plethysmogram

by Liu, Shing-Hong, Sun, Yao, Wu, Bo-Yan, Chen, Wenxi, Zhu, Xin
Published in Frontiers in digital health (21.02.2025)

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One-dimensional convolutional neural network architecture for classification of mental tasks from electroencephalogram

by Saini, Manali, Satija, Udit, Upadhayay, Madhur Deo
Published in Biomedical signal processing and control (01.04.2022)

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Denoising diffusion weighted imaging data using convolutional neural networks

by Cheng, Hu, Vinci-Booher, Sophia, Wang, Jian, Caron, Bradley, Wen, Qiuting, Newman, Sharlene, Pestilli, Franco
Published in PloS one (15.09.2022)

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Convolutional Neural Network Classifies Pathological Voice Change in Laryngeal Cancer with High Accuracy

by Kim, HyunBum, Jeon, Juhyeong, Han, Yeon Jae, Joo, YoungHoon, Lee, Jonghwan, Lee, Seungchul, Im, Sun
Published in Journal of clinical medicine (25.10.2020)

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A Feature Fusion Model Based on Temporal Convolutional Network for Automatic Sleep Staging Using Single-Channel EEG

by Bao, Jiameng, Wang, Guangming, Wang, Tianyu, Wu, Ning, Hu, Shimin, Lee, Won Hee, Lo, Sio-Long, Yan, Xiangguo, Zheng, Yang, Wang, Gang
Published in IEEE journal of biomedical and health informatics (01.11.2024)

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Single heartbeat ECG authentication: a 1D-CNN framework for robust and efficient human identification

by Yuniarti, Ana Rahma, Rizal, Syamsul, Lim, Ki Moo
Published in Frontiers in bioengineering and biotechnology (04.07.2024)

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Innovative deep learning models for EEG-based vigilance detection

by Khessiba, Souhir, Blaiech, Ahmed Ghazi, Ben Khalifa, Khaled, Ben Abdallah, Asma, Bedoui, Mohamed Hédi
Published in Neural computing & applications (01.06.2021)

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Individualized Stress Mobile Sensing Using Self-Supervised Pre-Training

by Islam, Tanvir, Washington, Peter
Published in Applied sciences (01.11.2023)

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Detection of cognitive load during computer-aided education using infrared sensors

by Karmakar, Subashis, Pal, Tandra, Koley, Chiranjib
Published in Cognitive neurodynamics (01.12.2025)

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Computer-Aided Intracranial EEG Signal Identification Method Based on a Multi-Branch Deep Learning Fusion Model and Clinical Validation

by Wang, Yiping, Dai, Yang, Liu, Zimo, Guo, Jinjie, Cao, Gongpeng, Ouyang, Mowei, Liu, Da, Shan, Yongzhi, Kang, Guixia, Zhao, Guoguang
Published in Brain sciences (11.05.2021)

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Mental imagery classification using one-dimensional convolutional neural network for target selection in single-channel BCI-controlled mobile robot

by Izzuddin, Tarmizi Ahmad, Safri, Norlaili Mat, Othman, Mohd Afzan
Published in Neural computing & applications (01.06.2021)

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Assessing the reliability of a physical-based model and a convolutional neural network in an ungauged watershed for daily streamflow calculation: a case study in southern Portugal

by Oliveira, Ana R., Ramos, Tiago B., Simionesei, Lucian, Neves, Ramiro
Published in Environmental earth sciences (01.04.2024)

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