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Nicole Sandra-Yaffa Dumont
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Year
Accurate representation for spatial cognition using grid cells
NSY Dumont, C Eliasmith
42nd Annual Meeting of the Cognitive Science Society, 2020
282020
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
242021
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
112022
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
52023
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
52023
Optimal pricing of climate risk
TF Coleman, NS Dumont, W Li, W Liu, A Rubtsov
Computational Economics 60 (3), 1101-1134, 2022
32022
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
12024
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
12022
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
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Articles 1–11