Synthesis of the integer neural elements. - Fedir Geche; Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2015)

Artificial complex neurons with half-plane-like and angle-like activation function. - Vladyslav Kotsovsky; Fedir Geche; Anatoliy Batyuk (CSIT, 2015)

Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System. - Fedir Geche; Vladyslav Kotsovsky; Anatoliy Batyuk; Sandra Geche; Mykhaylo Vashkeba (ICTERI, 2015)

Finite Generalization of the Offline Spectral Learning. - Vladyslav Kotsovsky; Fedir Geche; Anatoliy Batyuk (DSMP, 2018)

On the Computational Complexity of Learning Bithreshold Neural Units and Networks. - Vladyslav Kotsovsky; Fedir Geche; Anatoliy Batyuk (ISDMCI, 2019)

Capabilities and Application of Bithreshold Neurons and Networks. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2020)

The Computation Power and Capacity of Bithreshold Neurons. - Vladyslav Kotsovsky; Anatoliy Batyuk; Ivan Mykoriak (CSIT (1), 2020)

Synthesis of the Centered Bithreshold Neural Network Classifier. - Vladyslav Kotsovsky; Fedir Geche; Anatoliy Batyuk (CSIT, 2020)

Bithreshold Neural Network Classifier. - Vladyslav Kotsovsky; Fedir Geche; Anatoliy Batyuk (CSIT (1), 2020)

On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units. - Vladyslav Kotsovsky; Anatoliy Batyuk (DSMP (Selected Papers), 2020)

New Approaches in the Learning of Complex-Valued Neural Networks. - Vladyslav Kotsovsky; Anatoliy Batyuk; Maksym Yurchenko (DSMP, 2020)

Representational Capabilities and Learning of Bithreshold Neural Networks. - Vladyslav Kotsovsky; Anatoliy Batyuk (ISDMCI, 2020)

Decision List-Based Representation of Bithreshold Functions. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT (1), 2021)

On the Size of Weights for Bithreshold Neurons and Networks. - Vladyslav Kotsovsky; Anatoliy Batyuk; Volodymyr Voityshyn (CSIT (1), 2021)

Feed-forward Neural Network Classifiers with Bithreshold-like Activations. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2022)

Spectral Approach to Solving the Problem of Bithreshold Separability. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2022)

Hybrid 4-Layer Bithreshold Neural Network for Multiclass Classification. - Vladyslav Kotsovsky (COLINS (1), 2023)

Improved Architecture and the Synthesis Algorithm for Bithreshold Neural Network Classifier. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2023)

Multithreshold Neural Units and Networks. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2023)

Learning of Multi-valued Multithreshold Neural Units. - Vladyslav Kotsovsky (COLINS (3), 2024)

Towards the Design of Bithreshold ANN Regressor. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2024)

On the Magnitude of Weights and Thresholds of Multithreshold Neural Units. - Vladyslav Kotsovsky; Anatoliy Batyuk (CSIT, 2024)

Hyperparameter tuning in the learning of multithreshold neurons. - Vladyslav Kotsovsky (ICST, 2024)

Synthesis of multithreshold neural network classifier. - Vladyslav Kotsovsky (MoMLeT, 2024)