Naima Chouikhi

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 9

Top Topics

Neural Network Training

Extreme Learning Machine

Top Venues

Eng. Appl. Artif. Intell.

Frontiers Comput. Neurosci.

Publications

Naima Chouikhi, Boudour Ammar, Amir Hussain, Adel M. Alimi
Novel single and multi-layer echo-state recurrent autoencoders for representation learning. Eng. Appl. Artif. Intell. 114 (2022)
Newton Howard, Naima Chouikhi, Ahsan Adeel, Katelyn Dial, Adam Howard, Amir Hussain
BrainOS: A Novel Artificial Brain-Alike Automatic Machine Learning Framework. Frontiers Comput. Neurosci. 14 (2020)
Naima Chouikhi, Boudour Ammar, Amir Hussain, Adel M. Alimi
Bi-level multi-objective evolution of a Multi-Layered Echo-State Network Autoencoder for data representations. Neurocomputing 341 (2019)
Naima Chouikhi, Adel M. Alimi
Adaptive Extreme Learning Machine for Recurrent Beta-basis Function Neural Network Training. CoRR (2018)
Naima Chouikhi, Boudour Ammar, Adel M. Alimi
Hierarchical Bi-level Multi-Objective Evolution of Single- and Multi-layer Echo State Network Autoencoders for Data Representations. CoRR (2018)
Naima Chouikhi, Boudour Ammar, Adel M. Alimi
Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoders for Efficient Data Representations. CoRR (2018)
Naima Chouikhi, Boudour Ammar, Nizar Rokbani, Adel M. Alimi
PSO-based analysis of Echo State Network parameters for time series forecasting. Appl. Soft Comput. 55 (2017)
Naima Chouikhi, Raja Fdhila, Boudour Ammar, Nizar Rokbani, Adel M. Alimi
Single- and multi-objective particle swarm optimization of reservoir structure in Echo State Network. IJCNN (2016)
Naima Chouikhi, Boudour Ammar, Nizar Rokbani, Adel M. Alimi, Ajith Abraham
A Hybrid Approach Based on Particle Swarm Optimization for Echo State Network Initialization. SMC (2015)
Boudour Ammar, Naima Chouikhi, Adel M. Alimi, Farouk Chérif, Nasser Rezzoug, Philippe Gorce
Learning to Walk Using a Recurrent Neural Network with Time Delay. ICANN (2013)