Identifying functional connectivity in large-scale neural ensemble recordings: a multiscale data mining approach S Eldawlatly, R Jin, KG Oweiss Neural computation 21 (2), 450-477, 2009 | 84 | 2009 |
On the use of dynamic Bayesian networks in reconstructing functional neuronal networks from spike train ensembles S Eldawlatly, Y Zhou, R Jin, KG Oweiss Neural computation 22 (1), 158-189, 2010 | 78 | 2010 |
Epileptic seizure prediction using zero-crossings analysis of EEG wavelet detail coefficients S Elgohary, S Eldawlatly, MI Khalil 2016 IEEE conference on computational intelligence in bioinformatics and …, 2016 | 51 | 2016 |
Generative adversarial networks in EEG analysis: an overview AG Habashi, AM Azab, S Eldawlatly, GM Aly Journal of NeuroEngineering and Rehabilitation 20 (1), 40, 2023 | 26 | 2023 |
NeuroQuest: a comprehensive analysis tool for extracellular neural ensemble recordings KY Kwon, S Eldawlatly, K Oweiss Journal of neuroscience methods 204 (1), 189-201, 2012 | 25 | 2012 |
Performance analysis of a Principal Component Analysis ensemble classifier for Emotiv headset P300 spellers AS Elsawy, S Eldawlatly, M Taher, GM Aly 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 24 | 2014 |
MindEdit: A P300-based text editor for mobile devices AS Elsawy, S Eldawlatly, M Taher, GM Aly Computers in biology and medicine 80, 97-106, 2017 | 21 | 2017 |
A principal component analysis ensemble classifier for P300 speller applications AS Elsawy, S Eldawlatly, M Taher, GM Aly 2013 8th International Symposium on Image and Signal Processing and Analysis …, 2013 | 19 | 2013 |
Millisecond-timescale local network coding in the rat primary somatosensory cortex S Eldawlatly, KG Oweiss PLoS One 6 (6), e21649, 2011 | 19 | 2011 |
WeBB: A brain-computer interface web browser based on steady-state visual evoked potentials AG Yehia, S Eldawlatly, M Taher 2017 12th International Conference on Computer Engineering and Systems …, 2017 | 16 | 2017 |
P300-based applications for interacting with smart mobile devices AS Elsawy, S Eldawlatly 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 166-169, 2015 | 16 | 2015 |
A long short-term memory autoencoder approach for EEG motor imagery classification RH Elessawy, S Eldawlatly, HM Abbas 2020 international conference on computation, automation and knowledge …, 2020 | 15 | 2020 |
A deep learning approach to single-trial classification for P300 spellers NN Nashed, S Eldawlatly, GM Aly 2018 IEEE 4th Middle East Conference on Biomedical Engineering (MECBME), 11-16, 2018 | 14 | 2018 |
Predicting all star player in the national basketball association using random forest G Soliman, A Misbah, S Eldawlatly 2017 Intelligent Systems Conference (IntelliSys), 706-713, 2017 | 14 | 2017 |
Dynamic Bayesian Networks for EEG motor imagery feature extraction B Elasuty, S Eldawlatly 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 170-173, 2015 | 13 | 2015 |
Synergistic coding by cortical neural ensembles M Aghagolzadeh, S Eldawlatly, K Oweiss IEEE transactions on information theory 56 (2), 875-889, 2010 | 12 | 2010 |
Graphical models of functional and effective neuronal connectivity S Eldawlatly, K Oweiss Statistical Signal Processing for Neuroscience and Neurotechnology, 129-174, 2010 | 12 | 2010 |
NeuroQuest: a comprehensive tool for large scale neural data processing and analysis KY Kwon, S Eldawlatly, KG Oweiss 2009 4th International IEEE/EMBS Conference on Neural Engineering, 622-625, 2009 | 12 | 2009 |
The importance of discretization methods in machine learning applications: A case study of predicting ICU mortality H Elhilbawi, S Eldawlatly, H Mahdi Advanced Machine Learning Technologies and Applications: Proceedings of …, 2021 | 11 | 2021 |
Modulating lateral geniculate nucleus neuronal firing for visual prostheses: A Kalman filter-based strategy A Jawwad, HH Abolfotuh, B Abdullah, HMK Mahdi, S Eldawlatly IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (10 …, 2017 | 11 | 2017 |