Parallel implementations of the jacobi linear algebraic systems solve A Margaris, S Souravlas, M Roumeliotis arXiv preprint arXiv:1403.5805, 2014 | 23 | 2014 |

Finding all roots of 2× 2 nonlinear algebraic systems using back-propagation neural networks A Margaris, K Goulianas Neural Computing and Applications 21 (5), 891-904, 2012 | 15 | 2012 |

Solving nonlinear algebraic systems using artificial neural networks A Margaris, M Adamopoulos Proceedings of the 10th International Conference on Engineering Applications …, 2007 | 13 | 2007 |

Development of neural models for the logistic equation and study of the neural based trajectories in the convergence, periodic, and chaotic regions A Margaris, M Roumeliotis, M Adamopoulos NEURAL PARALLEL AND SCIENTIFIC COMPUTATIIONS 9 (3/4), 221-230, 2001 | 8 | 2001 |

Finding all real roots of 3× 3 nonlinear algebraic systems using neural networks K Goulianas, A Margaris, M Adamopoulos Applied Mathematics and Computation 219 (9), 4444-4464, 2013 | 7 | 2013 |

On the global stability of time delayed CNNs AI Margaris Central European Journal of Computer Science 1 (1), 67-100, 2011 | 6 | 2011 |

A parallel implementation of the Natural Gradient BSS method using MPI AI Margaris, KI Diamantaras 2nd Int. Conference on Experiments/Process/System Modeling/Simulation …, 2007 | 6 | 2007 |

Solving polynomial systems using a fast adaptive back propagation-type neural network algorithm K Goulianas, A Margaris, I Refanidis, K Diamantaras Cambridge University Press, 2018 | 5 | 2018 |

Log file formats for parallel applications: A review AI Margaris International Journal of Parallel Programming 37 (2), 195-222, 2009 | 5 | 2009 |

Blind system identification: instantaneous mixtures of n sources N Kofidis, A Margaris, K Diamantaras, M Roumeliotis International Journal of Computer Mathematics 85 (9), 1333-1340, 2008 | 5 | 2008 |

A Back Propagation-Type Neural Network Architecture for Solving the Complete nxn Nonlinear Algebraic System of Equations K Goulianas, A Margaris, I Refanidis, K Diamantaras, T Papadimitriou Scientific Research, Open access, 2016 | 4 | 2016 |

Simulation and Visualization of Chaotic Systems. A Margaris Computer and Information Science 5 (4), 25-52, 2012 | 4 | 2012 |

A detailed study of the Wolf's algorithm A Margaris, N Kofidis, M Roumeliotis International Journal of Computer Mathematics 86 (7), 1135-1148, 2009 | 4 | 2009 |

Design and implementation of parallel counterpropagation networks using MPI A Margaris, S Souravlas, E Kotsialos, M Roumeliotis Informatica 18 (1), 79-102, 2007 | 4 | 2007 |

NEURAL WORKBENCH: AN OBJECT–ORIENTED NEURAL NETWORK SIMULATOR A Margaris, E Kotsialos, A Styliadis, M Roumeliotis Proceedings of International Conference on Theory and Applications of …, 2003 | 3 | 2003 |

An adaptive learning rate backpropagation‐type neural network for solving *n* × *n* systems on nonlinear algebraic equationsK Goulianas, A Margaris, I Refanidis, K Diamantaras Mathematical Methods in the Applied Sciences 39 (10), 2602-2616, 2016 | 2 | 2016 |

Is there a chaos occurrence in Athens Exchange? Testing chaotic behavior in bank stocks and ATHEX indices A Saraidaris, A Margaris Topics On Chaotic Systems: Selected Papers from CHAOS 2008 International …, 2009 | 2 | 2009 |

A mutual information-based method for the estimation of the dimensions of chaotic dynamical systems using neural networks C Chatzinakos, C Tsouros, N Kofidis, A Margaris Proceedings of the IAPR workshop cognitive information process, 148-152, 2008 | 2 | 2008 |

Investigation of the determinism of complex dynamical systems using simple back propagation neural networks N Kofidis, A Margaris, M Roumeliotis, M Adamopoulos International Journal of Computer Mathematics 83 (4), 419-427, 2006 | 2 | 2006 |

PARALLEL COUNTER–PROPAGATION NETWORKS AI Margaris, E Kotsialos Proc. of the Int. Conf. on Theory and Applications of Mathematics and …, 2004 | 2 | 2004 |