Dane kontaktowe:
Pokój: 502
Stanowisko:
Adiunkt naukowo-dydaktyczny
Zespoły badawcze:
Struktury i metody uczenia sieci neuronowych
Prowadzone zajęcia:
Programowanie niskopoziomowe lab
dr inż.
Bartosz Kowalczyk
Konsultacje: Środa: 17:00-20:00.
Publikacje (18)
2025 (1)
Bilski J., Kowalczyk B., Practical Considerations in Implementing Neural Network Training with Vector Instructions. (0)
Practical Considerations in Implementing Neural Network Training with Vector Instructions
, Practical Considerations in Implementing Neural Network Training with Vector Instructions, Lecture Notes in Computer Science, 15164 LNAI, 15164 LNAI, 14-26, 2025, Liczba cytowań: 02024 (1)
Bilski J., Kowalczyk B., Dymova L., Xiao M., Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam. (1)
Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam
, Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam, Journal of Artificial Intelligence and Soft Computing Research, 15, 15, 95-113, 2024, Liczba cytowań: 12023 (5)
Dudzik S., Kowalczyk B., Forecasting of solar energy production using the NEXO platform and VRM Portal. (0)
Forecasting of solar energy production using the NEXO platform and VRM Portal
, Forecasting of solar energy production using the NEXO platform and VRM Portal, Przeglad Elektrotechniczny, 2023, 2023, 224-227, 2023, Liczba cytowań: 0
Bilski J., Kowalczyk B., Smolag J., On Speeding up the Levenberg-Marquardt Learning Algorithm. (0)
On Speeding up the Levenberg-Marquardt Learning Algorithm
, 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
Bilski J., Kowalczyk B., Smolag J., A New Computational Approach to the Levenberg-Marquardt Learning Algorithm. (0)
A New Computational Approach to the Levenberg-Marquardt Learning Algorithm
, 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
Bilski J., Kowalczyk B., A Novel Approach to the GQR Algorithm for Neural Networks Training. (0)
A Novel Approach to the GQR Algorithm for Neural Networks Training
, 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
Bilski J., Smolag J., Kowalczyk B., Grzanek K., Izonin I., Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks. (34)
Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks
, 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: 342022 (1)
Bilski J., Kowalczyk B., Kisiel-Dorohinicki M., Siwocha A., Zurada J., Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm. (14)
Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm
, 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: 142021 (2)
Bilski J., Kowalczyk B., A New Variant of the GQR Algorithm for Feedforward Neural Networks Training. (1)
A New Variant of the GQR Algorithm for Feedforward Neural Networks Training
, 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: 1
Bilski J., Kowalczyk B., Marjanski A., Gandor M., Zurada J., A Novel Fast Feedforward Neural Networks Training Algorithm. (18)
A Novel Fast Feedforward Neural Networks Training Algorithm
, A Novel Fast Feedforward Neural Networks Training Algorithm, Journal of Artificial Intelligence and Soft Computing Research, 11, 11, 287-306, 2021, Liczba cytowań: 182020 (3)
Bilski J., Kowalczyk B., Zurada J.M., A New Algorithm with a Line Search for Feedforward Neural Networks Training. (0)
A New Algorithm with a Line Search for Feedforward Neural Networks Training
, 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
Bilski J., Kowalczyk B., Marchlewska A., Zurada J.M., Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks. (87)
Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks
, Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks, Journal of Artificial Intelligence and Soft Computing Research, 10, 10, 299-316, 2020, Liczba cytowań: 87
Kowalczyk B., Szelag P., SmartX – IoT MANAGEMENT PLATFORM. (0)
SmartX – IoT MANAGEMENT PLATFORM
, SmartX – IoT MANAGEMENT PLATFORM, Rynek Energii, 2020, 2020, 54-60, 2020, Liczba cytowań: 02019 (1)
Bilski J., Kowalczyk B., Cader A., Modifications of the Givens Training Algorithm for Artificial Neural Networks. (2)
Modifications of the Givens Training Algorithm for Artificial Neural Networks
, 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: 22018 (1)
Bilski J., Kowalczyk B., Grzanek K., The parallel modification to the levenberg-marquardt algorithm. (11)
The parallel modification to the levenberg-marquardt algorithm
, 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: 112017 (1)
Bilski J., Kowalczyk B., Zurada J.M., Parallel implementation of the givens rotations in the neural network learning algorithm. (5)
Parallel implementation of the givens rotations in the neural network learning algorithm
, 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: 52016 (1)
Bilski J., Kowalczyk B., Zurada J.M., Application of the givens rotations in the neural network learning algorithm. (14)
Application of the givens rotations in the neural network learning algorithm
, 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: 142012 (1)
Krupa T., Majewski P., Kowalczyk B., Turek W., On-demand web search using browser-based volunteer computing. (5)
