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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
8712015
Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn.
B Komer, J Bergstra, C Eliasmith
Scipy, 32-37, 2014
4232014
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
872018
Hyperopt-sklearn
B Komer, J Bergstra, C Eliasmith
Automated Machine Learning: Methods, Systems, Challenges, 97-111, 2019
802019
A neural representation of continuous space using fractional binding.
B Komer, TC Stewart, A Voelker, C Eliasmith
CogSci, 2038-2043, 2019
582019
Preliminary evaluation of hyperopt algorithms on HPOLib
J Bergstra, B Komer, C Eliasmith, D Warde-Farley
ICML workshop on AutoML, 1-7, 2014
262014
Biologically inspired spatial representation
B Komer
University of Waterloo, 2020
192020
Efficient navigation using a scalable, biologically inspired spatial representation.
B Komer, C Eliasmith
CogSci, 2020
152020
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, A Voelker, B Komer, C Eliasmith
CogSci, 2214-2220, 2019
122019
Real-time real-world reinforcement learning systems and methods
AR Mahmood, BJ Komer, D Korenkevych
US Patent App. 16/560,761, 2020
92020
Biologically inspired adaptive control of quadcopter flight
B Komer
University of Waterloo, 2015
92015
A Biologically Constrained Model of Semantic Memory Search.
I Kajic, J Gosmann, B Komer, RW Orr, TC Stewart, C Eliasmith
CogSci, 2017
52017
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
42022
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, B Komer, TC Stewart, C Eliasmith
CogSci, 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 App. 16/823,245, 2020
2020
Incorporating an adaptive learning rate in a neural model of action selection
S Thorgeirsson, B Komer, C Eliasmith
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