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Pokój: 502

Stanowisko:
Adiunkt naukowo-dydaktyczny

Zespoły badawcze:
Struktury i metody uczenia sieci neuronowych

Prowadzone zajęcia:
Programowanie niskopoziomowe lab
dr inż. Bartosz Kowalczyk

Publikacje (16)

2023 (5)

A New Computational Approach to the Levenberg-Marquardt Learning Algorithm
Bilski J., Kowalczyk B., Smolag J., A New Computational Approach to the Levenberg-Marquardt Learning Algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13588 LNAI, 13588 LNAI, 16-26, 2023, Liczba cytowań: 0
Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks
Bilski J., Smolag J., Kowalczyk B., Grzanek K., Izonin I., Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks, Journal of Artificial Intelligence and Soft Computing Research, 13, 13, 45-61, 2023, Liczba cytowań: 12
A Novel Approach to the GQR Algorithm for Neural Networks Training
Bilski J., Kowalczyk B., A Novel Approach to the GQR Algorithm for Neural Networks Training, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14125 LNAI, 14125 LNAI, 3-11, 2023, Liczba cytowań: 0
Forecasting of solar energy production using the NEXO platform and VRM Portal
Dudzik S., Kowalczyk B., Forecasting of solar energy production using the NEXO platform and VRM Portal, Przeglad Elektrotechniczny, 2023, 2023, 224-227, 2023, Liczba cytowań: 0
On Speeding up the Levenberg-Marquardt Learning Algorithm
Bilski J., Kowalczyk B., Smolag J., On Speeding up the Levenberg-Marquardt Learning Algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14125 LNAI, 14125 LNAI, 12-22, 2023, Liczba cytowań: 0

2022 (1)

Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm
Bilski J., Kowalczyk B., Kisiel-Dorohinicki M., Siwocha A., Zurada J., Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm, Journal of Artificial Intelligence and Soft Computing Research, 12, 12, 181-195, 2022, Liczba cytowań: 9

2021 (2)

A New Variant of the GQR Algorithm for Feedforward Neural Networks Training
Bilski J., Kowalczyk B., A New Variant of the GQR Algorithm for Feedforward Neural Networks Training, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12854 LNAI, 12854 LNAI, 41-53, 2021, Liczba cytowań: 0
A Novel Fast Feedforward Neural Networks Training Algorithm
Bilski J., Kowalczyk B., Marjanski A., Gandor M., Zurada J., A Novel Fast Feedforward Neural Networks Training Algorithm, Journal of Artificial Intelligence and Soft Computing Research, 11, 11, 287-306, 2021, Liczba cytowań: 14

2020 (3)

Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks
Bilski J., Kowalczyk B., Marchlewska A., Zurada J.M., Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks, Journal of Artificial Intelligence and Soft Computing Research, 10, 10, 299-316, 2020, Liczba cytowań: 64
SmartX – IoT MANAGEMENT PLATFORM
Kowalczyk B., Szelag P., SmartX – IoT MANAGEMENT PLATFORM, Rynek Energii, 2020, 2020, 54-60, 2020, Liczba cytowań: 0
A New Algorithm with a Line Search for Feedforward Neural Networks Training
Bilski J., Kowalczyk B., Zurada J.M., A New Algorithm with a Line Search for Feedforward Neural Networks Training, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12415 LNAI, 12415 LNAI, 15-26, 2020, Liczba cytowań: 0

2019 (1)

Modifications of the Givens Training Algorithm for Artificial Neural Networks
Bilski J., Kowalczyk B., Cader A., Modifications of the Givens Training Algorithm for Artificial Neural Networks, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11508 LNAI, 11508 LNAI, 14-28, 2019, Liczba cytowań: 0

2018 (1)

The parallel modification to the levenberg-marquardt algorithm
Bilski J., Kowalczyk B., Grzanek K., The parallel modification to the levenberg-marquardt algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10841 LNAI, 10841 LNAI, 15-24, 2018, Liczba cytowań: 10

2017 (1)

Parallel implementation of the givens rotations in the neural network learning algorithm
Bilski J., Kowalczyk B., Zurada J.M., Parallel implementation of the givens rotations in the neural network learning algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10245 LNAI, 10245 LNAI, 14-24, 2017, Liczba cytowań: 4

2016 (1)

Application of the givens rotations in the neural network learning algorithm
Bilski J., Kowalczyk B., Zurada J.M., Application of the givens rotations in the neural network learning algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9692, 9692, 46-56, 2016, Liczba cytowań: 13

2012 (1)

On-demand web search using browser-based volunteer computing
Krupa T., Majewski P., Kowalczyk B., Turek W., On-demand web search using browser-based volunteer computing, Proceedings - 2012 6th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2012, 184-190, 2012, Liczba cytowań: 5

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