Accurate representation for spatial cognition using grid cells NSY Dumont, C Eliasmith 42nd Annual Meeting of the Cognitive Science Society, 2020 | 28 | 2020 |
Simulating and predicting dynamical systems with spatial semantic pointers AR Voelker, P Blouw, X Choo, NSY Dumont, TC Stewart, C Eliasmith Neural Computation 33 (8), 2033-2067, 2021 | 24 | 2021 |
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 | 11 | 2022 |
Exploiting Semantic Information in a Spiking Neural SLAM System NSY Dumont, PM Furlong, J Orchard, C Eliasmith Frontiers in Neuroscience 17, 1190515, 0 | 10* | |
Biologically-based computation: How neural details and dynamics are suited for implementing a variety of algorithms NSY Dumont, A Stöckel, PM Furlong, M Bartlett, C Eliasmith, TC Stewart Brain Sciences 13 (2), 245, 2023 | 5 | 2023 |
Improving reinforcement learning with biologically motivated continuous state representations M Bartlett, K Simone, NSY Dumont, M Furlong, C Eliasmith, J Orchard, ... Proceedings of the 21st International Conference on Cognitive Modeling, 2023 | 5 | 2023 |
Optimal pricing of climate risk TF Coleman, NS Dumont, W Li, W Liu, A Rubtsov Computational Economics 60 (3), 1101-1134, 2022 | 3 | 2022 |
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, 2024 | 1 | 2024 |
Methods and systems for simulating and predicting dynamical systems with vector-symbolic representations AR Voelker, CD Eliasmith, P Blouw, T Stewart, NSY Dumont US Patent App. 17/520,379, 2022 | 1 | 2022 |
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 |
Biologically-Plausible Memory for Continuous-Time Reinforcement Learning M Bartlett, NSY Dumont, MP Furlong, TC Stewart International Conference on Cognitive Modelling, 2022 | | 2022 |