Vladyslav Kotsovsky

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Number Of Hidden Units

Multiclass Classification

Computational Complexity

Top Venues

Publications

Vladyslav Kotsovsky
Learning of Multi-valued Multithreshold Neural Units. COLINS (3) (2024)
Vladyslav Kotsovsky
Synthesis of multithreshold neural network classifier. MoMLeT (2024)
Vladyslav Kotsovsky
Hybrid 4-Layer Bithreshold Neural Network for Multiclass Classification. COLINS (2023)
Vladyslav Kotsovsky, Anatoliy Batyuk
Improved Architecture and the Synthesis Algorithm for Bithreshold Neural Network Classifier. CSIT (2023)
Vladyslav Kotsovsky, Anatoliy Batyuk
Multithreshold Neural Units and Networks. CSIT (2023)
Vladyslav Kotsovsky, Anatoliy Batyuk
Feed-forward Neural Network Classifiers with Bithreshold-like Activations. CSIT (2022)
Vladyslav Kotsovsky, Anatoliy Batyuk
Spectral Approach to Solving the Problem of Bithreshold Separability. CSIT (2022)
Vladyslav Kotsovsky, Anatoliy Batyuk
Decision List-Based Representation of Bithreshold Functions. CSIT (1) (2021)
Vladyslav Kotsovsky, Anatoliy Batyuk, Volodymyr Voityshyn
On the Size of Weights for Bithreshold Neurons and Networks. CSIT (1) (2021)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Synthesis of the Centered Bithreshold Neural Network Classifier. CSIT (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk, Ivan Mykoriak
The Computation Power and Capacity of Bithreshold Neurons. CSIT (1) (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
Representational Capabilities and Learning of Bithreshold Neural Networks. ISDMCI (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units. DSMP (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk
Capabilities and Application of Bithreshold Neurons and Networks. CSIT (2020)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Bithreshold Neural Network Classifier. CSIT (1) (2020)
Vladyslav Kotsovsky, Anatoliy Batyuk, Maksym Yurchenko
New Approaches in the Learning of Complex-Valued Neural Networks. DSMP (2020)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
On the Computational Complexity of Learning Bithreshold Neural Units and Networks. ISDMCI (2019)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Finite Generalization of the Offline Spectral Learning. DSMP (2018)
Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk
Synthesis of the integer neural elements. CSIT (2015)
Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Artificial complex neurons with half-plane-like and angle-like activation function. CSIT (2015)
Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk, Sandra Geche, Mykhaylo Vashkeba
Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System. ICTERI (2015)