Vladyslav Kotsovsky

26 papers A 2Misc 11Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Multithreshold neurons with smoothed activation functions.
ISW-CoLInS
Vladyslav Kotsovsky
2025 A conf
Synthesis of a 3-Layer Neural Network Classifier with the Bithreshold First Hidden Layer.
ICST
Vladyslav Kotsovsky
2024 A conf
Hyperparameter tuning in the learning of multithreshold neurons.
ICST
Vladyslav Kotsovsky
2024 — conf
Learning of Multi-valued Multithreshold Neural Units.
COLINS (3)
Vladyslav Kotsovsky
2024 Misc conf
On the Magnitude of Weights and Thresholds of Multithreshold Neural Units.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2024 — conf
Synthesis of multithreshold neural network classifier.
MoMLeT
Vladyslav Kotsovsky
2024 Misc conf
Towards the Design of Bithreshold ANN Regressor.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2023 — conf
Hybrid 4-Layer Bithreshold Neural Network for Multiclass Classification.
COLINS (1)
Vladyslav Kotsovsky
2023 Misc conf
Improved Architecture and the Synthesis Algorithm for Bithreshold Neural Network Classifier.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2023 Misc conf
Multithreshold Neural Units and Networks.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2022 Misc conf
Feed-forward Neural Network Classifiers with Bithreshold-like Activations.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2022 Misc conf
Spectral Approach to Solving the Problem of Bithreshold Separability.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2021 — conf
Decision List-Based Representation of Bithreshold Functions.
CSIT (1)
Vladyslav Kotsovsky, Anatoliy Batyuk
2021 — conf
On the Size of Weights for Bithreshold Neurons and Networks.
CSIT (1)
Vladyslav Kotsovsky, Anatoliy Batyuk, Volodymyr Voityshyn
2020 — conf
Bithreshold Neural Network Classifier.
CSIT (1)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
2020 Misc conf
Capabilities and Application of Bithreshold Neurons and Networks.
CSIT
Vladyslav Kotsovsky, Anatoliy Batyuk
2020 — conf
New Approaches in the Learning of Complex-Valued Neural Networks.
DSMP
Vladyslav Kotsovsky, Anatoliy Batyuk, Maksym Yurchenko
2020 — conf
On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units.
DSMP (Selected Papers)
Vladyslav Kotsovsky, Anatoliy Batyuk
2020 — conf
Representational Capabilities and Learning of Bithreshold Neural Networks.
ISDMCI
Vladyslav Kotsovsky, Anatoliy Batyuk
2020 Misc conf
Synthesis of the Centered Bithreshold Neural Network Classifier.
CSIT
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
2020 — conf
The Computation Power and Capacity of Bithreshold Neurons.
CSIT (1)
Vladyslav Kotsovsky, Anatoliy Batyuk, Ivan Mykoriak
2019 — conf
On the Computational Complexity of Learning Bithreshold Neural Units and Networks.
ISDMCI
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
2018 — conf
Finite Generalization of the Offline Spectral Learning.
DSMP
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
2015 Misc conf
Artificial complex neurons with half-plane-like and angle-like activation function.
CSIT
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
2015 Misc conf
Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System.
ICTERI
Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk, Sandra Geche, Mykhaylo Vashkeba
2015 Misc conf
Synthesis of the integer neural elements.
CSIT
Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk