| 2025 | UC | Evaluating ESNs Against Lagged Input Regression Computation. | David Griffin, James Stovold, Simon O'Keefe, Susan Stepney |
| 2025 | UC | Enhancing MFCC Feature Extraction Through Reservoir Computing. | Rinku Sebastian, Simon O'Keefe, Martin A. Trefzer |
| 2024 | IJCNN | Computational Effects of Free-Flowing Ion Concentrations in Spiking Neural Networks. | Rafael Afonso Rodrigues, Simon O'Keefe |
| 2021 | ICAART | Memory State Tracker: A Memory Network based Dialogue State Tracker. | Di Wang, Simon O'Keefe |
| 2021 | UC | Computing with Magnetic Thin Films: Using Film Geometry to Improve Dynamics. | Matthew Dale, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer |
| 2020 | IJCNN | Dependency Based Bilingual word Embeddings without word alignment. | Taghreed Alqaisi, Alexandros Komninos, Simon O'Keefe |
| 2020 | WWW | Automatic Labeling of Tweets for Crisis Response Using Distant Supervision. | Reem AlRashdi, Simon O'Keefe |
| 2019 | UC | The Role of Structure and Complexity on Reservoir Computing Quality. | Matthew Dale, Jack Dewhirst, Simon O'Keefe, Angelika Sebald, Susan Stepney, Martin A. Trefzer |
| 2014 | ALIFE | Preserving Swarm Identity Over Time. | James Stovold, Simon O'Keefe, Jon Timmis |
| 2014 | ICANN | Incorporating Scale Invariance into the Cellular Associative Neural Network. | Nathan Burles, Simon O'Keefe, James Austin |
| 2014 | UC | Unconventional Arithmetic: A System for Computation Using Action Potentials. | Jonathan Edwards, Simon O'Keefe, William D. Henderson |
| 2013 | ICANN | Improving the Associative Rule Chaining Architecture. | Nathan Burles, Simon O'Keefe, James Austin |
| 2012 | ICANN | A Rule Chaining Architecture Using a Correlation Matrix Memory. | James Austin, Stephen Hobson, Nathan Burles, Simon O'Keefe |
| 2009 | AVSS | A Multi-scale Piecewise-Linear Feature Detector for Spectrogram Tracks. | Thomas Andrew Lampert, Nick E. Pears, Simon O'Keefe |
| 2009 | IJCNN | Binary neural network based 3D facial feature localization. | Quan Ju, Simon O'Keefe, Jim Austin |
| 2008 | ICPR | Active contour detection of linear patterns in spectrogram images. | Thomas Andrew Lampert, Simon O'Keefe |
| 2007 | IJCNN | An Associative Memory for Association Rule Mining. | Vicente Oswaldo Baez Monroy, Simon O'Keefe |
| 2007 | IJCNN | The Improved Correlation Matrix Memory (CMML). | Nimish Shah, Simon O'Keefe, Jim Austin |
| 2006 | IJCNN | The identification and extraction of itemset support defined by the weight matrix of a Self-Organising Map. | Vicente Oswaldo Baez Monroy, Simon O'Keefe |
| 2006 | IJCNN | SOM-Based Sparse Binary Encoding for AURA Classifier. | Simon O'Keefe |
| 2005 | HIS | Modelling Incremental LearningWith The Batch SOM Training Method. | Vicente Oswaldo Baez Monroy, Simon O'Keefe |
| 2005 | ICANN | Principles of Employing a Self-organizing Map as a Frequent Itemset Miner. | Vicente Oswaldo Baez Monroy, Simon O'Keefe |
| 2003 | IWANN | Improved AURA k-Nearest Neighbour Approach. | Michael Weeks, Victoria J. Hodge, Simon O'Keefe, Jim Austin, Ken Lees |