Dimitrios Gerontitis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Matrix Inversion

Optimization Method

Top Venues

Neural Process. Lett.

Neural Comput. Appl.

Publications

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) (2024)
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 (2024)
Dimitrios Gerontitis, Panagiotis Tzekis, Yang Shi
Solving Different Numerical Linear Algebra Problems with a New General Fast Neurodynamics. ICACI (2024)
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) (2023)
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 (2023)
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) (2023)
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) (2023)
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) (2023)
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 (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2021)
Predrag S. Stanimirovic, Vasilios N. Katsikis, Dimitrios Gerontitis
A New Varying-Parameter Design Formula for Solving Time-Varying Problems. Neural Process. Lett. 53 (1) (2021)
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)
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 (2021)
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) (2018)
Predrag S. Stanimirovic, Miroslav Ciric, Igor Stojanovic, Dimitrios Gerontitis
Conditions for Existence, Representations, and Computation of Matrix Generalized Inverses. Complex. 2017 (2017)