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Chris Eliasmith
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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
QAVSA: Question Answering using Vector Symbolic Algebras
R Laube, C Eliasmith
Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP …, 2024
2024
A scalable spiking amygdala model that explains fear conditioning, extinction, renewal and generalization
P Duggins, C Eliasmith
European Journal of Neuroscience, 2024
2024
Modelling neural probabilistic computation using vector symbolic architectures
PM Furlong, C Eliasmith
Cognitive Neurodynamics, 1-24, 2023
22023
Exploiting semantic information in a spiking neural SLAM system
NSY Dumont, PM Furlong, J Orchard, C Eliasmith
Frontiers in Neuroscience 17, 1190515, 2023
72023
A Unified Neurocomputational Model of Prospective and Retrospective Timing
J de Jong, AR Voelker, TC Stewart, E Akyurek, C Eliasmith, H van Rijn
PsyArXiv, 2023
2023
Neuromorphic control of a simulated 7-DOF arm using Loihi
T DeWolf, K Patel, P Jaworski, R Leontie, J Hays, C Eliasmith
Neuromorphic Computing and Engineering 3 (1), 014007, 2023
162023
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
42023
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
32023
Bridging Cognitive Architectures and Generative Models with Vector Symbolic Algebras
PM Furlong, C Eliasmith
Proceedings of the AAAI Symposium Series 2 (1), 262-271, 2023
12023
A new paradigm for probabilistic neuromorphic programming
PM Furlong, C Eliasmith
IEEE Brain e-Newsletter, 2023
12023
BatSLAM: Neuromorphic spatial reasoning in 3D environments
B Komer, P Jaworski, S Harbour, C Eliasmith, T DeWolf
2022 IEEE/AIAA 41st Digital Avionics Systems Conference (DASC), 1-8, 2022
52022
Constructing functional models from biophysically-detailed neurons
P Duggins, C Eliasmith
PLoS Computational Biology 18 (9), e1010461, 2022
82022
Debugging using orthogonal gradient descent
N Chilkuri, C Eliasmith
arXiv preprint arXiv:2206.08489, 2022
12022
Computational properties of multi-compartment LIF neurons with passive dendrites
A Stöckel, C Eliasmith
Neuromorphic Computing and Engineering 2 (2), 024011, 2022
62022
Fractional binding in vector symbolic representations for efficient mutual information exploration
PM Furlong, TC Stewart, C Eliasmith
Proceedings of the ICRA Workshop: Towards Curious Robots: Modern Approaches …, 2022
92022
Continuous then discrete: A recommendation for building robotic brains
C Eliasmith, PM Furlong
Conference on Robot Learning, 1758-1763, 2022
32022
Reinforcement Learning, Social Value Orientation, and Decision Making: Computational
P Duggins, TC Stewart, C Eliasmith
Proceedings of the Annual Meeting of the Cognitive Science Society, 44 (44), 2022
2022
Learned legendre predictor: Learning with compressed representaitons for efficient online multistep prediction
PM Furlong, A Stöckel, T Stewart, C Eliasmith
Technical Report, 2022
22022
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
102022
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