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Brent Komer
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Hyperopt: a python library for model selection and hyperparameter optimization
J Bergstra, B Komer, C Eliasmith, D Yamins, DD Cox
Computational Science & Discovery 8 (1), 014008, 2015
8912015
Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn.
B Komer, J Bergstra, C Eliasmith
Scipy, 32-37, 2014
4342014
Setting up a reinforcement learning task with a real-world robot
AR Mahmood, D Korenkevych, BJ Komer, J Bergstra
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
892018
Hyperopt-sklearn
B Komer, J Bergstra, C Eliasmith
Automated Machine Learning: Methods, Systems, Challenges, 97-111, 2019
842019
A neural representation of continuous space using fractional binding
B Komer, TC Stewart, AR Voelker, C Eliasmith
Proceedings of the Annual Meeting of the Cognitive Science Society 41, 2019
632019
Preliminary evaluation of hyperopt algorithms on HPOLib
J Bergstra, B Komer, C Eliasmith, D Warde-Farley
ICML workshop on AutoML, 1-7, 2014
282014
Biologically inspired spatial representation
B Komer
University of Waterloo, 2020
202020
Efficient navigation using a scalable, biologically inspired spatial representation.
B Komer, C Eliasmith
CogSci, 2020
172020
A unified theoretical approach for biological cognition and learning
B Komer, C Eliasmith
Current Opinion in Behavioral Sciences 11, 14-20, 2016
132016
Representing spatial relations with fractional binding
T Lu, AR Voelker, B Komer, C Eliasmith
Proceedings of the Annual Meeting of the Cognitive Science Society 41, 2019
122019
Biologically inspired adaptive control of quadcopter flight
B Komer
University of Waterloo, 2015
92015
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
A biologically constrained model of semantic memory search
I Kajic, J Gosmann, B Komer, RW Orr, TC Stewart, C Eliasmith
Proceedings of the Annual Meeting of the Cognitive Science Society 39, 2017
52017
Setting up a reinforcement learning task with a real-world robot
A Rupam Mahmood, D Korenkevych, BJ Komer, J Bergstra
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
42018
A neural model of context dependent decision making in the prefrontal cortex
S Sharma, BJ Komer, TC Stewart, C Eliasmith
Proceedings of the Annual Meeting of the Cognitive Science Society 38, 2016
22016
Methods and systems for encoding and processing vector-symbolic representations of continuous spaces
AR Voelker, CD Eliasmith, B Komer, T Stewart
US Patent 12,014,263, 2024
2024
Real-time real-world reinforcement learning systems and methods
AR Mahmood, BJ Komer, D Korenkevych
US Patent 12,005,578, 2024
2024
Incorporating an adaptive learning rate in a neural model of action selection
S Thorgeirsson, B Komer, C Eliasmith
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