| Biologically-Plausible Markov Chain Monte Carlo Sampling from Vector Symbolic Algebra-Encoded Distributions PM Furlong, K Simone, NSY Dumont, M Bartlett, TC Stewart, J Orchard, ... International Conference on Artificial Neural Networks, 94-108, 2024 | | 2024 |
| Efficient Hyperdimensional Computing With Spiking Phasors J Orchard, PM Furlong, K Simone Neural Computation 36 (9), 1886-1911, 2024 | | 2024 |
| Online Training of Hopfield Networks using Predictive Coding E Ganjidoost, M Snow, J Orchard arXiv preprint arXiv:2406.14723, 2024 | | 2024 |
| A Recurrent Dynamic Model for Efficient Bayesian Optimization* PM Furlong, NSY Dumont, J Orchard 2024 Neuro Inspired Computational Elements Conference (NICE), 1-5, 2024 | | 2024 |
| Using Vector Symbolic Architectures for Distributed Action Representations in a Spiking Model of the Basal Ganglia M Bartlett, M Furlong, TC Stewart, J Orchard Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2023 | | 2023 |
| Hyperdimensional computing with spiking-phasor neurons J Orchard, R Jarvis Proceedings of the 2023 International Conference on Neuromorphic Systems, 1-7, 2023 | 5 | 2023 |
| Exploiting semantic information in a spiking neural SLAM system NSY Dumont, PM Furlong, J Orchard, C Eliasmith Frontiers in Neuroscience 17, 1190515, 2023 | 7 | 2023 |
| Improving reinforcement learning with biologically motivated continuous state representations M Bartlett, K Simone, ND Dumont, M Furlong, C Eliasmith, J Orchard, ... Proceedings of the 21st International Conference on Cognitive Modeling, 2023 | 3 | 2023 |
| Value cores for inner and outer alignment: simulating personality formation via iterated policy selection and preference learning with self-world modeling active inference agents A Safron, Z Sheikhbahaee, N Hay, J Orchard, J Hoey International Workshop on Active Inference, 343-354, 2022 | 4 | 2022 |
| Fast Online Reinforcement Learning with Biologically-Based State Representations M Bartlett, TC Stewart, J Orchard Proceedings of the 20th international conference on cognitive modeling, 2022 | 1 | 2022 |
| Dream of Being: Solving AI Alignment Problems with Active Inference Models of Agency and Socioemotional Value Learning A Safron, Z Sheikhbahaee, N Hay, J Orchard, J Hoey | 1 | 2022 |
| Biologically-based neural representations enable fast online shallow reinforcement learning M Bartlett, TC Stewart, J Orchard Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022 | 9 | 2022 |
| Biological softmax: Demonstrated in modern Hopfield networks MA Snow, J Orchard Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022 | 5 | 2022 |
| A model of path integration that connects neural and symbolic representation NSY Dumont, J Orchard, C Eliasmith Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022 | 10 | 2022 |
| Deconvolutional Density Network: Free-Form Conditional Density Estimation. B Chen, M Islam, L Wang, J Gao, J Orchard CoRR, 2021 | 1 | 2021 |
| A predictive-coding network that is both discriminative and generative W Sun, J Orchard Neural computation 32 (10), 1836-1862, 2020 | 9 | 2020 |
| Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks NP Shaw, T Jackson, J Orchard Plos one 15 (9), e0238454, 2020 | 6 | 2020 |
| Detecting leaks in water distribution pipes using a deep autoencoder and hydroacoustic spectrograms RA Cody, BA Tolson, J Orchard Journal of Computing in Civil Engineering 34 (2), 04020001, 2020 | 88 | 2020 |
| Comparison of foveated downsampling techniques in image recognition P Torabian, R Pradeep, J Orchard, B Tripp Journal of Computational Vision and Imaging Systems 6 (1), 1-3, 2020 | 2 | 2020 |
| Evolving generalized modulatory learning: Unifying neuromodulation and synaptic plasticity L Wang, J Zheng, J Orchard IEEE Transactions on Cognitive and Developmental Systems 12 (4), 797-808, 2019 | 9 | 2019 |
Alexander WongCanada Research Chair FIET FInstP FRSPH FRGS FGS FRSA FISDDE, Systems Design, University of WaterlooVerified email at uwaterloo.ca
