Fast Orthogonal Neural Networks. - Bartlomiej Stasiak; Mykhaylo Yatsymirskyy (ICAISC, 2006)

On Feature Extraction Capabilities of Fast Orthogonal Neural Networks. - Bartlomiej Stasiak; Mykhaylo Yatsymirskyy (ICANNGA (2), 2007)

Two-Dimensional Fast Orthogonal Neural Network for Image Recognition. - Bartlomiej Stasiak (CIARP, 2009)

Fast Orthogonal Neural Network for Adaptive Fourier Amplitude Spectrum Computation in Classification Problems. - Bartlomiej Stasiak; Mykhaylo Yatsymirskyy (ICMMI, 2009)

FONN-Based Affine-Invariant Image Recognition. - Bartlomiej Stasiak (IP&C, 2010)

Fundamental Frequency Extraction in Speech Emotion Recognition. - Bartlomiej Stasiak; Krzysztof Rychlicki-Kicior (MCSS, 2012)

Metaheuristic Optimization of Multiple Fundamental Frequency Estimation. - Krzysztof Rychlicki-Kicior; Bartlomiej Stasiak (ICMMI, 2013)

Multipitch estimation using multiple transformation analysis. - Krzysztof Rychlicki-Kicior; Bartlomiej Stasiak; Mykhaylo Yatsymirskyy (DSMP, 2016)

Analysis of time-frequency representations for musical onset detection with convolutional neural network. - Bartlomiej Stasiak; Jedrzej Monko (FedCSIS, 2016)

DTV-Based Melody Cutting for DTW-Based Melody Search and Indexing in QbH Systems. - Bartlomiej Stasiak (ISMIR, 2016)

Application of Multiple Sound Representations in Multipitch Estimation Using Shift-Invariant Probabilistic Latent Component Analysis. - Krzysztof Rychlicki-Kicior; Bartlomiej Stasiak; Mykhaylo Yatsymirskyy (SOFSEM, 2016)

Note onset detection in musical signals via neural-network-based multi-ODF fusion. - Bartlomiej Stasiak; Jedrzej Monko; Adam Niewiadomski (Int. J. Appl. Math. Comput. Sci., 2016)

Localization of Demyelinating Plaques in MRI using Convolutional Neural Networks. - Bartlomiej Stasiak; Pawel Tarasiuk; Izabela Michalska; Arkadiusz Tomczyk; Piotr S. Szczepaniak (BIOIMAGING, 2017)

Convolutional Neural Network Based Segmentation of Demyelinating Plaques in MRI. - Bartlomiej Stasiak; Pawel Tarasiuk; Izabela Michalska; Arkadiusz Tomczyk; Piotr S. Szczepaniak (BIOSTEC (Selected Papers), 2017)

Note Onset Detection with a Convolutional Neural Network in Recordings of Bowed String Instruments. - Jedrzej Monko; Bartlomiej Stasiak (MCSS, 2017)

Localization of Neuron Nucleuses in Microscopy Images with Convolutional Neural Networks. - Arkadiusz Tomczyk; Bartlomiej Stasiak; Pawel Tarasiuk; Anna Gorzkiewicz; Anna Walczewska; Piotr S. Szczepaniak (BIOIMAGING, 2018)

Generating Musical Expression of MIDI Music with LSTM Neural Network. - Maria Klara Jedrzejewska; Adrian Zjawinski; Bartlomiej Stasiak (HSI, 2018)

EEG-Based Mental Task Classification with Convolutional Neural Networks - Parallel vs 2D Data Representation. - Bartlomiej Stasiak; Slawomir Opalka; Dominik Szajerman; Adam Wojciechowski (ITIB, 2018)

Multi-Channel Convolutional Neural Networks Architecture Feeding for Effective EEG Mental Tasks Classification. - Slawomir Opalka; Bartlomiej Stasiak; Dominik Szajerman; Adam Wojciechowski (Sensors, 2018)

Convolutional Neural Networks in Speech Emotion Recognition - Time-Domain and Spectrogram-Based Approach. - Bartlomiej Stasiak; Slawomir Opalka; Dominik Szajerman; Adam Wojciechowski (ITIB, 2019)

FlatDTW - Dynamic Time Warping optimization for piecewise constant templates. - Bartlomiej Stasiak; Marcin Skiba; Adam Niedzielski (Digit. Signal Process., 2019)

Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition. - Aleksandra Dura; Agnieszka Wosiak; Bartlomiej Stasiak; Adam Wojciechowski; Jan Rogowski (ICCS (3), 2021)

EEG-Based Emotion Recognition - Evaluation Methodology Revisited. - Slawomir Opalka; Bartlomiej Stasiak; Agnieszka Wosiak; Aleksandra Dura; Adam Wojciechowski (ICCS (2), 2021)

Musical Instrument Recognition with a Convolutional Neural Network and Staged Training. - Dominika Szeliga; Pawel Tarasiuk; Bartlomiej Stasiak; Piotr S. Szczepaniak (KES, 2022)

Supervised factor selection in tensor decomposition of EEG signal. - Stanislaw Zakrzewski; Bartlomiej Stasiak; Adam Wojciechowski (Comput. Methods Programs Biomed., 2025)