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ORCIDDimitrios Gerontitis
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2020 – today
- 2024
[j16]Predrag S. Stanimirovic
, Natasa Tesic, Dimitrios Gerontitis, Gradimir V. Milovanovic, Milena J. Petrovic, Vladimir L. Kazakovtsev, Vladislav Stasiuk:
Application of Gradient Optimization Methods in Defining Neural Dynamics. Axioms 13(1): 49 (2024)- [j15]Dimitrios Gerontitis, Changxin Mo, Predrag S. Stanimirovic, Vasilios N. Katsikis:
Improved zeroing neural models based on two novel activation functions with exponential behavior. Theor. Comput. Sci. 986: 114328 (2024) - [c2]Dimitrios Gerontitis, Panagiotis Tzekis, Yang Shi:
Solving Different Numerical Linear Algebra Problems with a New General Fast Neurodynamics. ICACI 2024: 30-35 - 2023
- [j14]Yang Shi, Qiaowen Shi, Xinwei Cao, Bin Li, Xiaobing Sun, Dimitrios Gerontitis:
An advanced discrete-time RNN for handling discrete time-varying matrix inversion: Form model design to disturbance-suppression analysis. CAAI Trans. Intell. Technol. 8(3): 607-621 (2023) - [j13]Dimitrios Gerontitis, Changxin Mo, Predrag S. Stanimirovic, Panagiotis Tzekis, Vasilios N. Katsikis:
A novel extended Li zeroing neural network for matrix inversion. Neural Comput. Appl. 35(19): 14129-14152 (2023) - [j12]Ratikanta Behera, Dimitrios Gerontitis, Predrag S. Stanimirovic, Vasilios N. Katsikis, Yang Shi, Xinwei Cao:
An efficient zeroing neural network for solving time-varying nonlinear equations. Neural Comput. Appl. 35(24): 17537-17554 (2023) - [j11]Yang Shi, Wangrong Sheng, Shuai Li, Bin Li, Xiaobing Sun, Dimitrios Gerontitis:
A direct discretization recurrent neurodynamics method for time-variant nonlinear optimization with redundant robot manipulators. Neural Networks 164: 428-438 (2023) - [j10]Weijie Chen, Jie Jin, Dimitrios Gerontitis, Lixin Qiu, Jingcan Zhu:
Improved Recurrent Neural Networks for Text Classification and Dynamic Sylvester Equation Solving. Neural Process. Lett. 55(7): 8755-8784 (2023) - 2022
- [j9]Dimitrios Gerontitis, Ratikanta Behera, Yang Shi, Predrag S. Stanimirovic:
A robust noise tolerant zeroing neural network for solving time-varying linear matrix equations. Neurocomputing 508: 254-274 (2022) - [j8]Theodore E. Simos, Vasilios N. Katsikis, Spyridon D. Mourtas, Predrag S. Stanimirovic, Dimitrios Gerontitis:
A higher-order zeroing neural network for pseudoinversion of an arbitrary time-varying matrix with applications to mobile object localization. Inf. Sci. 600: 226-238 (2022) - [j7]Dimitrios Gerontitis, Ratikanta Behera, Panagiotis Tzekis, Predrag S. Stanimirovic:
A family of varying-parameter finite-time zeroing neural networks for solving time-varying Sylvester equation and its application. J. Comput. Appl. Math. 403: 113826 (2022) - [j6]Yang Shi, Long Jin, Shuai Li, Jian Li, Jipeng Qiang, Dimitrios Gerontitis:
Novel Discrete-Time Recurrent Neural Networks Handling Discrete-Form Time-Variant Multi-Augmented Sylvester Matrix Problems and Manipulator Application. IEEE Trans. Neural Networks Learn. Syst. 33(2): 587-599 (2022) - 2021
- [j5]Changxin Mo, Dimitrios Gerontitis, Predrag S. Stanimirovic:
Solving the time-varying tensor square root equation by varying-parameters finite-time Zhang neural network. Neurocomputing 445: 309-325 (2021) - [j4]Predrag S. Stanimirovic, Dimitrios Gerontitis, Panagiotis Tzekis, Ratikanta Behera, Jajati Keshari Sahoo:
Simulation of Varying Parameter Recurrent Neural Network with application to matrix inversion. Math. Comput. Simul. 185: 614-628 (2021) - [j3]Predrag S. Stanimirovic, Vasilios N. Katsikis, Dimitrios Gerontitis:
A New Varying-Parameter Design Formula for Solving Time-Varying Problems. Neural Process. Lett. 53(1): 107-129 (2021) - [c1]Yang Shi, Wenhan Zhao, Jie Wang, Jian Li, Dimitrios Gerontitis:
Solving discrete time-varying complex division using recurrent neural network with disturbance suppression. ICAC 2021: 1-5
2010 – 2019
- 2018
- [j2]Predrag S. Stanimirovic, Marko D. Petkovic, Dimitrios Gerontitis:
Gradient Neural Network with Nonlinear Activation for Computing Inner Inverses and the Drazin Inverse. Neural Process. Lett. 48(1): 109-133 (2018) - 2017
- [j1]Predrag S. Stanimirovic, Miroslav Ciric, Igor Stojanovic, Dimitrios Gerontitis:
Conditions for Existence, Representations, and Computation of Matrix Generalized Inverses. Complex. 2017: 6429725:1-6429725:27 (2017)
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