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Ozan Özdenizci
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Year
Causal interpretation rules for encoding and decoding models in neuroimaging
S Weichwald, T Meyer, O Özdenizci, B Schölkopf, T Ball, ...
NeuroImage 110, 48-59, 2015
1152015
Restoring vision in adverse weather conditions with patch-based denoising diffusion models
O Özdenizci, R Legenstein
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
1112023
Adversarial deep learning in EEG biometrics
O Özdenizci, Y Wang, T Koike-Akino, D Erdoğmuş
IEEE Signal Processing Letters 26 (5), 710-714, 2019
962019
Learning invariant representations from EEG via adversarial inference
O Özdenizci, Y Wang, T Koike-Akino, D Erdoğmuş
IEEE Access 8, 27074-27085, 2020
902020
Transfer learning in brain-computer interfaces with adversarial variational autoencoders
O Özdenizci, Y Wang, T Koike-Akino, D Erdoğmuş
9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
692019
Electroencephalographic identifiers of motor adaptation learning
O Özdenizci, M Yalçın, A Erdoğan, V Patoğlu, M Grosse-Wentrup, M Çetin
Journal of Neural Engineering 14 (4), 2017
312017
Predicting imminent aggression onset in minimally-verbal youth with autism spectrum disorder using preceding physiological signals
MS Goodwin, O Özdenizci, C Cumpanasoiu, P Tian, Y Guo, A Stedman, ...
12th EAI International Conference on Pervasive Computing Technologies for …, 2018
272018
EEG2Vec: Learning affective EEG representations via variational autoencoders
D Bethge, P Hallgarten, T Grosse-Puppendahl, M Kari, LL Chuang, ...
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2022
242022
Disentangled adversarial autoencoder for subject-invariant physiological feature extraction
M Han, O Özdenizci, Y Wang, T Koike-Akino, D Erdoğmuş
IEEE Signal Processing Letters 27, 1565-1569, 2020
242020
Domain-invariant representation learning from EEG with private encoders
D Bethge, P Hallgarten, T Grosse-Puppendahl, M Kari, R Mikut, A Schmidt, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
222022
Training adversarially robust sparse networks via Bayesian connectivity sampling
O Özdenizci, R Legenstein
International Conference on Machine Learning (ICML), 8314-8324, 2021
212021
Stochastic mutual information gradient estimation for dimensionality reduction networks
O Özdenizci, D Erdoğmuş
Information Sciences 570, 298-305, 2021
172021
Information theoretic feature transformation learning for brain interfaces
O Özdenizci, D Erdoğmuş
IEEE Transactions on Biomedical Engineering 67 (1), 69-78, 2019
172019
Time-series prediction of proximal aggression onset in minimally-verbal youth with autism spectrum disorder using physiological biosignals
O Özdenizci, C Cumpanasoiu, C Mazefsky, M Siegel, D Erdoğmuş, ...
40th Annual International Conference of the IEEE Engineering in Medicine and …, 2018
142018
Hierarchical graphical models for context-aware hybrid brain-machine interfaces
O Özdenizci, SY Gunay, F Quivira, D Erdoğmuş
40th Annual International Conference of the IEEE Engineering in Medicine and …, 2018
132018
Improving robustness against stealthy weight bit-flip attacks by output code matching
O Özdenizci, R Legenstein
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
112022
Exploiting multiple EEG data domains with adversarial learning
D Bethge, P Hallgarten, O Özdenizci, R Mikut, A Schmidt, ...
44th Annual International Conference of the IEEE Engineering in Medicine and …, 2022
112022
Universal physiological representation learning with soft-disentangled rateless autoencoders
M Han, O Özdenizci, T Koike-Akino, Y Wang, D Erdoğmuş
IEEE Journal of Biomedical and Health Informatics 25 (8), 2928-2937, 2021
112021
Personalized brain-computer interface models for motor rehabilitation
AA Mastakouri, S Weichwald, O Özdenizci, T Meyer, B Schölkopf, ...
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2017
112017
EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks
O Özdenizci, S Eldeeb, A Demir, D Erdoğmuş, M Akçakaya
Biomedical Signal Processing and Control 67, 102507, 2021
82021
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Articles 1–20