| 2025 | ACSSC | EEG Artifact Removal Using Switching State Space Models. | Tom A. D. Stone, Si Long Jenny Tou, Mingjian He, Amanda M. Beck, Patrick L. Purdon |
| 2024 | ACSSC | Simultaneous Localization of Multiple Oscillations Using Dynamic Solutions to the Inverse Problem in E/MEG Source Analysis. | Mingjian He, Proloy Das, Amanda M. Beck, Gladia Hotan, Patrick L. Purdon |
| 2023 | ACSSC | Multilevel State-Space Models Enable High Precision Event Related Potential Analysis. | Proloy Das, Mingjian He, Patrick L. Purdon |
| 2022 | ACSSC | Extracting common oscillatory time-courses from multichannel recordings: Oscillation Component Analysis. | Proloy Das, Patrick L. Purdon |
| 2022 | ACSSC | Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach. | Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon |
| 2022 | MICCAI | Extended Electrophysiological Source Imaging with Spatial Graph Filters. | Feng Liu, Guihong Wan, Yevgeniy R. Semenov, Patrick L. Purdon |
| 2017 | ICASSP | Sparse spectral estimation from point process observations. | Sina Miran, Patrick L. Purdon, Emery N. Brown, Behtash Babadi |
| 2014 | ACSSC | Neural spike train denoising by point process re-weighted iterative smoothing. | Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown |
| 2010 | ICASSP | A state space approach to multimodal integration of simultaneously recorded EEG and fMRI. | Patrick L. Purdon, Camilo Lamus, Matti S. Hmlinen, Emery N. Brown |
| 2009 | ICASSP | Assessment of baroreflex control of heart rate during general anesthesia using a point process method. | Zhe Chen, Patrick L. Purdon, Eric T. Pierce, Grace Harrell, Emery N. Brown, Riccardo Barbieri |
| 2001 | ICASSP | Spatio-temporal signal processing for multisubject functional MRI studies. | Victor Solo, Patrick L. Purdon, Emery N. Brown |
| 1999 | ICIP | Model Comparison for Functional MRI. | Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff |
| 1998 | ICIP | Regularization for Functional MRI Models. | Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff |