Eric Chalmers

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 13

Top Topics

Computational Properties

Reinforcement Learning

Success Or Failure

Top Venues

Frontiers Comput. Neurosci.

Pattern Recognit.

Publications

Eric Chalmers, Artur Luczak
Reinforcement Learning with Brain-Inspired Modulation Improves Adaptation to Environmental Changes. ICAISC (1) (2023)
Eric Chalmers, Aaron J. Gruber, Artur Luczak
Hippocluster: An efficient, hippocampus-inspired algorithm for graph clustering. Inf. Sci. 639 (2023)
Matthieu Bardal, Eric Chalmers
Four attributes of intelligence, a thousand questions. Biol. Cybern. 117 (6) (2023)
Eric Chalmers, Artur Luczak
Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes. CoRR (2022)
Eric Chalmers, Artur Luczak
Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering. CoRR (2022)
Yoshimasa Kubo, Eric Chalmers, Artur Luczak
Biologically-inspired neuronal adaptation improves learning in neural networks. CoRR (2022)
Yoshimasa Kubo, Eric Chalmers, Artur Luczak
Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework. Frontiers Comput. Neurosci. 16 (2022)
Volodymyr Turchenko, Eric Chalmers, Artur Luczak
A Deep Convolutional Auto-encoder with Pooling - Unpooling Layers in Caffe. Int. J. Comput. 18 (2019)
Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron J. Gruber
Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Eric Chalmers
Machine Learning with Certainty: A Requirement for Intelligent Process Automation. ICMLA (2018)
Volodymyr Turchenko, Eric Chalmers, Artur Luczak
A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe. CoRR (2017)
Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron J. Gruber
Context-switching and adaptation: Brain-inspired mechanisms for handling environmental changes. IJCNN (2016)
Eric Chalmers, Artur Luczak, Aaron J. Gruber
Computational Properties of the Hippocampus Increase the Efficiency of Goal-Directed Foraging through Hierarchical Reinforcement Learning. Frontiers Comput. Neurosci. 10 (2016)
Eric Chalmers, Witold Pedrycz, Edmond Lou
Human Experts' and a Fuzzy Model's Predictions of Outcomes of Scoliosis Treatment: A Comparative Analysis. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Eric Chalmers, Lindsey Westover, Johith Jacob, Andreas Donauer, H. Vicky Zhao, Eric C. Parent, Marc J. Moreau, James K. Mahood, Douglas Hedden, Edmond Lou
Predicting success or failure of brace treatment for adolescents with idiopathic scoliosis. Medical Biol. Eng. Comput. 53 (10) (2015)
Eric Chalmers, Marcin Mizianty, Eric C. Parent, Yan Yuan, Edmond Lou
Toward maximum-predictive-value classification. Pattern Recognit. 47 (12) (2014)
Eric Chalmers, Witold Pedrycz, Edmond Lou
Predicting the outcome of brace treatment for scoliosis using conditional fuzzy clustering. IFSA/NAFIPS (2013)