Eric Chalmers

Mount Royal University — Canada

Medicine · Health Sciences

10h-index298citations36works1.02yr avg
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Research Topics

Scoliosis diagnosis and treatment(10), Neural dynamics and brain function(9), Advanced Memory and Neural Computing(6), Neural Networks and Applications(4), Reinforcement Learning in Robotics(4)

Publications36 total

The effects of relative hyperglycemia on neurovascular coupling magnitude in healthy participants: Impact of biological sex
Physiology·2025
Simulated synapse loss induces depression-like behaviors in deep reinforcement learning
Frontiers in Computational Neuroscience·2024· 1 citedOpen Access
A bio-inspired reinforcement learning model that accounts for fast adaptation after punishment
Neurobiology of Learning and Memory·2024· 3 citedOpen Access
A melancholy machine: simulated synapse loss induces depression-like behaviors in deep reinforcement learning
2024Open Access
Four attributes of intelligence, a thousand questions
Biological Cybernetics·2023· 1 citedOpen Access
Hippocluster: An efficient, hippocampus-inspired algorithm for graph clustering
Information Sciences·2023· 7 citedOpen Access
Biologically-inspired neuronal adaptation improves learning in neural networks
Communicative & Integrative Biology·2023· 7 citedOpen Access
Reinforcement Learning with Brain-Inspired Modulation Improves Adaptation to Environmental Changes
Lecture notes in computer science·2023· 3 cited
Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework
Frontiers in Computational Neuroscience·2022· 7 citedOpen Access
Combining Backpropagation with Equilibrium Propagation to improve an Actor-Critic RL framework
2022Open Access
0731 What is HSAT Missing? A Comparison of Respiratory Events and OSA Diagnosis Across Type 2 and Type 3 Studies
SLEEP·2022Open Access
0439 A Polysomnographic Marker of Sleep Quality using Odds Ratio Product are Associated with Insomnia Symptoms in a Dose-Response Relationship
SLEEP·2022Open Access
Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes
arXiv (Cornell University)·2022· 3 citedOpen Access
Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering
arXiv (Cornell University)·2022Open Access
Biologically-inspired neuronal adaptation improves learning in neural networks
arXiv (Cornell University)·2022· 1 citedOpen Access
A DEEP CONVOLUTIONAL AUTO-ENCODER WITH POOLING – UNPOOLING LAYERS IN CAFFE
International Journal of Computing·2019· 27 citedOpen Access
Machine Learning with Certainty: A Requirement for Intelligent Process Automation
2018· 5 cited
Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning
IEEE Transactions on Neural Networks and Learning Systems·2017· 53 cited
Computational Properties of the Hippocampus Increase the Efficiency of Goal-Directed Foraging through Hierarchical Reinforcement Learning
Frontiers in Computational Neuroscience·2016· 17 citedOpen Access
Context-switching and adaptation: Brain-inspired mechanisms for handling environmental changes
2016· 11 cited
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Frequent Co-authors

Artur Luczak(13), Edmond Lou(11), Doug Hill(7), Vicky Zhao(7), Aaron J. Gruber(6), Yoshimasa Kubo(4), Santina Duarte(3), Edgar Bermudez-Contreras(2), Brandon Robertson(2), Marcin J. Mizianty(2), Andreas Donauer(2), Éric Parent(2), Man Sang Wong(2), Witold Pedrycz(2), Xena Al-Hejji(2), Daniel J. Devoe(2), Robert J. McDonald(2), Kari Lambing(2), Bethany Gerardy(2), A. N. Bender(2)