| 2022 | KES | Musical Instrument Recognition with a Convolutional Neural Network and Staged Training. | Dominika Szeliga, Pawel Tarasiuk, Bartlomiej Stasiak, Piotr S. Szczepaniak |
| 2021 | ICCS | Reversed Correlation-Based Pairwised EEG Channel Selection in Emotional State Recognition. | Aleksandra Dura, Agnieszka Wosiak, Bartlomiej Stasiak, Adam Wojciechowski, Jan Rogowski |
| 2021 | ICCS | EEG-Based Emotion Recognition - Evaluation Methodology Revisited. | Slawomir Opalka, Bartlomiej Stasiak, Agnieszka Wosiak, Aleksandra Dura, Adam Wojciechowski |
| 2018 | HSI | Generating Musical Expression of MIDI Music with LSTM Neural Network. | Maria Klara Jedrzejewska, Adrian Zjawinski, Bartlomiej Stasiak |
| 2016 | FedCSIS | Analysis of time-frequency representations for musical onset detection with convolutional neural network. | Bartlomiej Stasiak, Jedrzej Monko |
| 2016 | SOFSEM | Application of Multiple Sound Representations in Multipitch Estimation Using Shift-Invariant Probabilistic Latent Component Analysis. | Krzysztof Rychlicki-Kicior, Bartlomiej Stasiak, Mykhaylo Yatsymirskyy |
| 2009 | CIARP | Two-Dimensional Fast Orthogonal Neural Network for Image Recognition. | Bartlomiej Stasiak |
| 2006 | ICAISC | Fast Orthogonal Neural Networks. | Bartlomiej Stasiak, Mykhaylo Yatsymirskyy |