| 2025 | UC | Enhancing MFCC Feature Extraction Through Reservoir Computing. | Rinku Sebastian, Simon O'Keefe, Martin A. Trefzer |
| 2024 | ICANN | Restricted Reservoirs on Heterogeneous Timescales. | Chester Wringe, Susan Stepney, Martin A. Trefzer |
| 2023 | IJCNN | Combining Multiple Inputs to a Delay-line Reservoir Computer: Control of a Forced Van der Pol Oscillator System. | Tian Gan, Susan Stepney, Martin A. Trefzer |
| 2023 | IJCNN | The Effect of System Timescale on Virtual Node Connectivity within Delay-Feedback Reservoirs. | Alexander C. McDonnell, Martin A. Trefzer |
| 2023 | UC | Modelling and Evaluating Restricted ESNs. | Chester Wringe, Susan Stepney, Martin A. Trefzer |
| 2022 | IJCNN | A Multi-objective Evolutionary Approach for Efficient Kernel Size and Shape for CNN. | Ziwei Wang, Martin A. Trefzer, Simon J. Bale, Andy M. Tyrrell |
| 2021 | DATE | Operating Beyond FPGA Tool Limitations: Nervous Systems for Embedded Runtime Management. | Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer |
| 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 | DATE | Embedded Social Insect-Inspired Intelligence Networks for System-level Runtime Management. | Matthew R. P. Rowlings, Andy M. Tyrrell, Martin A. Trefzer |
| 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 |
| 2017 | ASPDAC | Variability mapping at runtime using the PAnDA multi-reconfigurable architecture. | Simon J. Bale, James Alfred Walker, Martin A. Trefzer, Andy M. Tyrrell |
| 2017 | DATE | An evolutionary approach to runtime variability mapping and mitigation on a multi-reconfigurable architecture. | Simon J. Bale, Pedro B. Campos, Martin A. Trefzer, James Alfred Walker, Andy M. Tyrrell |
| 2016 | CEC | Social-insect-inspired adaptive task allocation for many-core systems. | Matthew Rowlings, Andy M. Tyrrell, Martin A. Trefzer |
| 2016 | EUROGP | Iterative Cartesian Genetic Programming: Creating General Algorithms for Solving Travelling Salesman Problems. | Patricia Ryser-Welch, Julian F. Miller, Jerry Swan, Martin A. Trefzer |
| 2016 | UC | Evolving Carbon Nanotube Reservoir Computers. | Matthew Dale, Julian F. Miller, Susan Stepney, Martin A. Trefzer |
| 2015 | CEC | Two-phase multiobjective genetic algorithm for constrained circuit clustering on FPGAs. | Yuan Wang, James Alfred Walker, Simon J. Bale, Martin A. Trefzer, Andy M. Tyrrell |
| 2014 | CEC | Two step evolution strategy for device motif BSIM model parameter extraction. | Yang Xiao, Martin A. Trefzer, James Alfred Walker, Simon J. Bale, Andy M. Tyrrell |