Brent Komer

Most-cited papers

Hyperopt: a Python library for model selection and hyperparameter optimization
J. Bergstra, Brent Komer, C. Eliasmith, D. Yamins +1 more
2015995 citations Open access
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Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn
Brent Komer, J. Bergstra, C. Eliasmith
2014SciPy321 citations Open access
Semantic Scholar
Setting up a Reinforcement Learning Task with a Real-World Robot
A. Mahmood, D. Korenkevych, Brent Komer, J. Bergstra
2018IEEE/RJS International Conference on Intelligent RObots and Systems91 citations Open access
Semantic Scholar
Hyperopt-Sklearn
Brent Komer, James Bergstra, C. Eliasmith
2019Automated Machine Learning72 citations Open access
Semantic Scholar
A neural representation of continuous space using fractional binding
Brent Komer, T. Stewart, Aaron R. Voelker, C. Eliasmith
2019Annual Meeting of the Cognitive Science Society70 citations
Semantic Scholar
Biologically Inspired Spatial Representation
Brent Komer
202025 citations
Semantic Scholar
Efficient navigation using a scalable, biologically inspired spatial representation
Brent Komer, C. Eliasmith
2020Annual Meeting of the Cognitive Science Society23 citations
Semantic Scholar
Representing spatial relations with fractional binding
Thomas Lu, Aaron R. Voelker, Brent Komer, C. Eliasmith
2019Annual Meeting of the Cognitive Science Society14 citations
Semantic Scholar
A unified theoretical approach for biological cognition and learning
Brent Komer, C. Eliasmith
201612 citations Open access
Semantic Scholar
BatSLAM: Neuromorphic Spatial Reasoning in 3D Environments
Brent Komer, Pawel Jaworski, Steven Harbour, C. Eliasmith +1 more
2022Symposium on Dependable Autonomic and Secure Computing10 citations
Semantic Scholar
Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI
Tsung-Hsien Wen, Asli Celikyilmaz, Zhou Yu, U. Davis +496 more
20209 citations Open access
Semantic Scholar
A Biologically Constrained Model of Semantic Memory Search
Ivana Kajić, Jan Gosmann, Brent Komer, Ryan W. Orr +2 more
2017Annual Meeting of the Cognitive Science Society5 citations
Semantic Scholar
Biologically Inspired Adaptive Control of Quadcopter Flight
Brent Komer
20154 citations
Semantic Scholar
A Neural Model of Context Dependent Decision Making in the Prefrontal Cortex
Sugandha Sharma, Brent Komer, T. Stewart, C. Eliasmith
2016Annual Meeting of the Cognitive Science Society1 citations
Semantic Scholar
Incorporating an adaptive learning rate in a neural model of action selection
Sverrir Thorgeirsson, Brent Komer, C. Eliasmith
20180 citations
Semantic Scholar
Biologically Inspired Adaptive Control of Quadcopter Flight by Brent Komer
Brent Komer
20150 citations
Semantic Scholar
Chapter 5 Hyperopt-Sklearn
Brent Komer, J. Bergstra, C. Eliasmith
0 citations
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