PSO-based analysis of Echo State Network parameters for time series forecasting N Chouikhi, B Ammar, N Rokbani, AM Alimi Applied Soft Computing 55, 211-225, 2017 | 208 | 2017 |
Existence and uniqueness of pseudo almost-periodic solutions of recurrent neural networks with time-varying coefficients and mixed delays B Ammar, F Chérif, AM Alimi IEEE Transactions on neural networks and learning systems 23 (1), 109-118, 2011 | 98 | 2011 |
Unsupervised learning in reservoir computing for eeg-based emotion recognition R Fourati, B Ammar, J Sanchez-Medina, AM Alimi IEEE Transactions on Affective Computing 13 (2), 972-984, 2020 | 53 | 2020 |
Optimized echo state network with intrinsic plasticity for eeg-based emotion recognition R Fourati, B Ammar, C Aouiti, J Sanchez-Medina, AM Alimi Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 37 | 2017 |
Biped robot control using particle swarm optimization N Rokbani, E Benbousaada, B Ammar, AM Alimi 2010 IEEE international conference on systems, man and cybernetics, 506-512, 2010 | 35 | 2010 |
Intelligent path planning algorithm for autonomous robot based on recurrent neural networks H Brahmi, B Ammar, AM Alimi 2013 International Conference on Advanced Logistics and Transport, 199-204, 2013 | 31 | 2013 |
Single-and multi-objective particle swarm optimization of reservoir structure in echo state network N Chouikhi, R Fdhila, B Ammar, N Rokbani, AM Alimi 2016 International Joint Conference on Neural Networks (IJCNN), 440-447, 2016 | 29 | 2016 |
Bi-level multi-objective evolution of a multi-layered echo-state network autoencoder for data representations N Chouikhi, B Ammar, A Hussain, AM Alimi Neurocomputing 341, 195-211, 2019 | 26 | 2019 |
Genesis of basic and multi-layer echo state network recurrent autoencoders for efficient data representations N Chouikhi, B Ammar, AM Alimi arXiv preprint arXiv:1804.08996, 2018 | 23 | 2018 |
A hybrid approach based on particle swarm optimization for echo state network initialization N Chouikhi, B Ammar, N Rokbani, AM Alimi, A Abraham 2015 IEEE International Conference on Systems, Man, and Cybernetics, 2896-2901, 2015 | 20 | 2015 |
Machine learning with internet of things data for risk prediction: application in ESRD Z Fki, B Ammar, MB Ayed 2018 12th International Conference on Research Challenges in Information …, 2018 | 18 | 2018 |
Learning to walk using a recurrent neural network with time delay B Ammar, N Chouikhi, AM Alimi, F Chérif, N Rezzoug, P Gorce Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013 | 17 | 2013 |
EEG feature learning with intrinsic plasticity based deep echo state network R Fourati, B Ammar, Y Jin, AM Alimi 2020 international joint conference on neural networks (IJCNN), 1-8, 2020 | 14 | 2020 |
Learning system for mobile robot detection and tracking S Bousnina, B Ammar, N Baklouti, AM Alimi 2012 International Conference on Communications and Information Technology …, 2012 | 13 | 2012 |
Stability and exponential synchronization of high-order hopfield neural networks with mixed delays H Brahmi, B Ammar, F Chérif, AM Alimi Cybernetics and systems 48 (1), 49-69, 2017 | 12 | 2017 |
On the dynamics of the high-order type of neural networks with time varying coefficients and mixed delay H Brahmi, B Ammar, F Cherif, AM Alimi 2014 international joint conference on neural networks (IJCNN), 2063-2070, 2014 | 12 | 2014 |
On the weighted pseudo-almost periodic solution for BAM networks with delays B Ammar, H Brahmi, F Chérif Neural Processing Letters 48, 849-862, 2018 | 9 | 2018 |
Learning system for standing human detection B Ammar, N Rokbani, AM Alimi 2011 IEEE International Conference on Computer Science and Automation …, 2011 | 9 | 2011 |
Pseudo almost periodic solutions of impulsive recurrent neural networks with mixed delays H Brahmi, B Ammar, AM Alimi, F Chérif 2016 international joint conference on neural networks (IJCNN), 464-470, 2016 | 8 | 2016 |
Temporal–spatial transformer based motor imagery classification for BCI using independent component analysis A Hameed, R Fourati, B Ammar, A Ksibi, AS Alluhaidan, MB Ayed, ... Biomedical Signal Processing and Control 87, 105359, 2024 | 7 | 2024 |