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Augmented convolutional feature maps for robust CNN-based camera model identification
Bayar, Belhassen, Stamm, Matthew C.
Published in 2017 IEEE International Conference on Image Processing (ICIP) (01.09.2017)
Published in 2017 IEEE International Conference on Image Processing (ICIP) (01.09.2017)
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Conference Proceeding
POSTER: Space and Time Optimal DNN Primitive Selection with Integer Linear Programming
Wen, Yuan, Anderson, Andrew, Radu, Valentin, O'Boyle, Michael F.P., Gregg, David
Published in Proceedings / International Conference on Parallel Architectures and Compilation Techniques (01.09.2019)
Published in Proceedings / International Conference on Parallel Architectures and Compilation Techniques (01.09.2019)
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Conference Proceeding
Analysis of the proficiency of fully connected neural networks in the process of classifying digital images. Benchmark of different classification algorithms on high-level image features from convolutional layers
Janke, Jonathan, Castelli, Mauro, Popovič, Aleš
Published in Expert systems with applications (30.11.2019)
Published in Expert systems with applications (30.11.2019)
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Journal Article
A few filters are enough: Convolutional neural network for P300 detection
Alvarado-González, Montserrat, Fuentes-Pineda, Gibran, Cervantes-Ojeda, Jorge
Published in Neurocomputing (Amsterdam) (15.02.2021)
Published in Neurocomputing (Amsterdam) (15.02.2021)
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Journal Article
Phylogenetic convolutional neural networks in metagenomics
Fioravanti, Diego, Giarratano, Ylenia, Maggio, Valerio, Agostinelli, Claudio, Chierici, Marco, Jurman, Giuseppe, Furlanello, Cesare
Published in BMC bioinformatics (08.03.2018)
Published in BMC bioinformatics (08.03.2018)
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Journal Article
A deep learning method for single-trial EEG classification in RSVP task based on spatiotemporal features of ERPs
Zang, Boyu, Lin, Yanfei, Liu, Zhiwen, Gao, Xiaorong
Published in Journal of neural engineering (01.08.2021)
Published in Journal of neural engineering (01.08.2021)
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Journal Article
Alcoholism Detection by Data Augmentation and Convolutional Neural Network with Stochastic Pooling
Wang, Shui-Hua, Lv, Yi-Ding, Sui, Yuxiu, Liu, Shuai, Wang, Su-Jing, Zhang, Yu-Dong
Published in Journal of medical systems (01.01.2018)
Published in Journal of medical systems (01.01.2018)
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Journal Article
Deep Learning-Based Subject Independent Human Activity Recognition using Smart Lacelock Data
Neya, Najmeh Movahhed, Sazonov, Edward, Shen, Xiangrong
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
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Conference Proceeding