| EM-Based Hyperparameter Optimization for Regularized Volterra Kernel Estimation JG Stoddard, JS Welsh, H Hjalmarsson IEEE control systems letters 1 (2), 388-393, 2017 | 23 | 2017 |
| Gaussian process regression for the estimation of generalized frequency response functions JG Stoddard, G Birpoutsoukis, J Schoukens, JS Welsh Automatica 106, 161-167, 2019 | 13 | 2019 |
| Frequency Domain Estimation of Parallel Hammerstein Systems using Gaussian Process Regression JG Stoddard, JS Welsh IFAC-PapersOnLine 51 (15), 1014-1019, 2018 | 10 | 2018 |
| Volterra Kernel Identification using Regularized Orthonormal Basis Functions JG Stoddard, JS Welsh arXiv preprint arXiv:1804.07429, 2018 | 7 | 2018 |
| Estimating the Membrane Properties of Vestibular Type II Hair Cells using Continuous-time System Identification S Pan, JS Welsh, AM Brichta, HR Drury, JG Stoddard IFAC-PapersOnLine 53 (2), 548-553, 2020 | 5 | 2020 |
| Regularized Basis Function Estimation of Volterra Kernels for the Cascaded Tanks Benchmark JG Stoddard, JS Welsh IFAC-PapersOnLine 51 (15), 413-418, 2018 | 5 | 2018 |
| Recording network activity in spinal nociceptive circuits using microelectrode arrays JA Iredale, JG Stoddard, HR Drury, TJ Browne, A Elton, JF Madden, ... JoVE (Journal of Visualized Experiments), e62920, 2022 | 1 | 2022 |
| Frequency domain response under arbitrary excitation for fading memory nonlinear systems JG Stoddard, G Birpoutsoukis, J Lataire, JS Welsh Automatica 107, 327-332, 2019 | 1 | 2019 |
| Data-Driven Modeling of a Coupled Electric Drives System Using Regularized Basis Function Volterra Kernels JG Stoddard, JS Welsh Intelligent Robotics and Applications: 11th International Conference, ICIRA …, 2018 | 1 | 2018 |
| A Parallel Modelling Algorithm for Simulating Calcium Release in Cells JG Stoddard, JS Welsh, DR Laver IFAC-PapersOnLine 49 (26), 83-88, 2016 | 1 | 2016 |
| Using indirect inference to identify models of vestibular nerve response in an isolated inner ear J Stoddard, R van Eerdewijk, J Welsh, A Camp, A Brichta 2016 Australian Control Conference (AuCC), 15-20, 2016 | 1 | 2016 |
| Innovative Data-Driven Modeling and Control for Nonlinear Systems using Volterra Series JG Stoddard University of Newcastle, 2019 | | 2019 |
| Improved Nonlinear Model Predictive Control with Volterra-Laguerre Models JG Stoddard, JS Welsh 2019 American Control Conference (ACC), 1014-1019, 2019 | | 2019 |
| Gaussian process regression for the estimation of generalized frequency response functions J Stoddard, G Birpoutsoukis, J Schoukens, J Welsh | | |
James WelshUniversity of NewcastleVerified email at newcastle.edu.au
