| 2026 | DATA | ResSET: Enhanced Motor Imagery Classification Using Hybrid Transformer-ResNet Architectures and Generative Data Augmentation. | Duc Thien Pham, Roman Moucek |
| 2026 | ICAART | Near-Lossless Motor Imagery EEG Compression Using Hybrid Discrete Cosine Transform and Convolutional Autoencoder. | Duc Thien Pham, Josef Kohout, Eyyb Taysi, Roman Moucek |
| 2026 | ICAART | ResSET: A Hybrid Residual Squeeze-Excitation Transformer Network for Sleep Apnea Detection Using Single-Lead ECG Signal. | Duc Thien Pham, Roman Moucek |
| 2026 | ICAART | SpiTranNet-LIF: A Spiking Neural Network-Transformer Framework for Efficient Motor Imagery Decoding. | Maryam Khoshkhooy Titkanlou, Alireza Hashemi, Roman Moucek |
| 2024 | ECAI | Automatic Motor Imagery Classification by CNN-Transformer-LSTM Using Multi-Channel EEG Signals. | Duc Thien Pham, Roman Moucek |
| 2019 | ICANN | A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection. | Wajid Mumtaz, Luks Vareka, Roman Moucek |
| 2019 | ICANN | Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder. | Wajid Mumtaz, Luks Vareka, Roman Moucek |
| 2017 | ICAISC | Application of Stacked Autoencoders to P300 Experimental Data. | Luks Vareka, Toms Prokop, Roman Moucek, Pavel Mautner, Jan Stebetk |
| 2011 | IC3K | PreSti - Neuroscience Stimuli Presentation Software. | Petr Jaros, Petr Hka, Roman Moucek |
| 2011 | IC3K | Software Infrastructure for EEG/ERP Research. | Roman Moucek, Petr Jaros, Petr Jezek, Vclav Papez |
| 2010 | IC3K | Comparison of Neural Networks used for Processing and Categorization of Czech Written Documents. | Pavel Mautner, Roman Moucek |
| 2010 | ICAART | Using Mobile Agents in EEG Signal Processing. | Roman Moucek, Petr Solc |
| 2003 | CICLING | Time-Domain Structural Analysis of Speech. | Kamil Ekstein, Roman Moucek |
| 2003 | CICLING | Corpus Construction within Linguistic Module of City Information Dialogue System. | Roman Moucek, Kamil Ekstein |