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Vladyslav Kotsovsky
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2020 – today
- 2024
- [c22]Vladyslav Kotsovsky:
Learning of Multi-valued Multithreshold Neural Units. COLINS (3) 2024: 39-49 - [c21]Vladyslav Kotsovsky:
Hyperparameter tuning in the learning of multithreshold neurons. ICST 2024: 226-237 - [c20]Vladyslav Kotsovsky:
Synthesis of multithreshold neural network classifier. MoMLeT 2024: 124-137 - 2023
- [c19]Vladyslav Kotsovsky:
Hybrid 4-Layer Bithreshold Neural Network for Multiclass Classification. COLINS (1) 2023: 212-223 - [c18]Vladyslav Kotsovsky, Anatoliy Batyuk:
Improved Architecture and the Synthesis Algorithm for Bithreshold Neural Network Classifier. CSIT 2023: 1-4 - [c17]Vladyslav Kotsovsky, Anatoliy Batyuk:
Multithreshold Neural Units and Networks. CSIT 2023: 1-5 - 2022
- [c16]Vladyslav Kotsovsky, Anatoliy Batyuk:
Feed-forward Neural Network Classifiers with Bithreshold-like Activations. CSIT 2022: 9-12 - [c15]Vladyslav Kotsovsky, Anatoliy Batyuk:
Spectral Approach to Solving the Problem of Bithreshold Separability. CSIT 2022: 56-60 - 2021
- [c14]Vladyslav Kotsovsky, Anatoliy Batyuk
, Volodymyr Voityshyn
On the Size of Weights for Bithreshold Neurons and Networks. CSIT (1) 2021: 13-16 - [c13]Vladyslav Kotsovsky, Anatoliy Batyuk:
Decision List-Based Representation of Bithreshold Functions. CSIT (1) 2021: 21-24 - 2020
- [c12]Vladyslav Kotsovsky, Anatoliy Batyuk
The Computation Power and Capacity of Bithreshold Neurons. CSIT (1) 2020: 28-31 - [c11]Vladyslav Kotsovsky, Fedir Geche, Anatoliy Batyuk
Bithreshold Neural Network Classifier. CSIT (1) 2020: 32-35 - [c10]Vladyslav Kotsovsky
Synthesis of the Centered Bithreshold Neural Network Classifier. CSIT 2020: 225-239 - [c9]Vladyslav Kotsovsky
Capabilities and Application of Bithreshold Neurons and Networks. CSIT 2020: 287-305 - [c8]Vladyslav Kotsovsky
On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units. DSMP (Selected Papers) 2020: 3-21 - [c7]Vladyslav Kotsovsky, Anatoliy Batyuk
New Approaches in the Learning of Complex-Valued Neural Networks. DSMP 2020: 50-54 - [c6]Vladyslav Kotsovsky
Representational Capabilities and Learning of Bithreshold Neural Networks. ISDMCI 2020: 499-514
2010 – 2019
- 2019
- [c5]Vladyslav Kotsovsky
On the Computational Complexity of Learning Bithreshold Neural Units and Networks. ISDMCI 2019: 189-202 - 2018
- [c4]Vladyslav Kotsovsky
Finite Generalization of the Offline Spectral Learning. DSMP 2018: 356-360 - 2015
- [c3]Vladyslav Kotsovsky
Artificial complex neurons with half-plane-like and angle-like activation function. CSIT 2015: 57-59 - [c2]Fedir Geche, Vladyslav Kotsovsky
Synthesis of the integer neural elements. CSIT 2015: 63-66 - [c1]Fedir Geche, Vladyslav Kotsovsky, Anatoliy Batyuk, Sandra Geche, Mykhaylo Vashkeba:
Synthesis of Time Series Forecasting Scheme Based on Forecasting Models System. ICTERI 2015: 121-136
Coauthor Index
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