Kostas Goulianas
Kostas Goulianas
Assistant Professor, Department of Informatics, TEI of Thessaloniki, 57400, Greece
Verified email at it.teithe.gr
Title
Cited by
Cited by
Year
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
152012
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
72013
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
52018
Artificial neural networks and iterative linear algebra methods
KG Margaritis, M Adamopoulos, K Goulianas, DJ Evans
PARALLEL ALGORITHM AND APPLICATIONS 3 (1-2), 31-44, 1994
51994
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
42016
An adaptive learning rate backpropagation‐type neural network for solving n × n systems on nonlinear algebraic equations
K Goulianas, A Margaris, I Refanidis, K Diamantaras
Mathematical Methods in the Applied Sciences 39 (10), 2602-2616, 2016
22016
Structured artificial neural networks for fast batch LMS Algorithms
K Goulianas, M Adamopoulos, KG Margaritis
NEURAL PARALLEL AND SCIENTIFIC COMPUTATIIONS 5, 549-502, 1997
11997
On multi-property set operations using neural networks and systolic arrays
KG Margaritis, K Goulianas, M Adamopoulos, KK Tsouros, DJ Evans
Neural, Parallel & Scientific Computations 3 (1), 1-13, 1995
11995
Neuroevolution Strategy for Time Series Prediction
G Naskos, K Goulianas, A Margaris
Journal of Applied Mathematics and Physics 8 (06), 1047, 2020
2020
Estimating 2‐cycle fixed points of henon map using backpropagation neural networks
A Margaris, K Goulianas, K Diamantaras, T Papadimitriou
Mathematical Methods in the Applied Sciences 38 (2), 263-273, 2015
2015
Analyzing data into quantized components
K Diamantaras, T Papadimitriou, K Goulianas
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
2014
Linear neural network training algorithms for real-world benchmark problems
K Goulianas, M Adamopoulos, S Katsavounis, C Fragakis, CC Tsouros
International journal of computer mathematics 79 (11), 1149-1167, 2002
2002
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