Eric Chalmers

Biologically-inspired neuronal adaptation improves learning in neural networks

A. Luczak, Yoshimasa Kubo, Eric Chalmers, 2022, Communicative & integrative biology.

Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes

A. Luczak, Eric Chalmers, 2022, 2205.09729.

Combining Backpropagation with Equilibrium Propagation to improve an Actor-Critic RL framework

A. Luczak, Yoshimasa Kubo, Eric Chalmers, 2022, bioRxiv.

Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework

A. Luczak, Yoshimasa Kubo, Eric Chalmers, 2022, Frontiers in Computational Neuroscience.

A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe pdf

Volodymyr Turchenko, Eric Chalmers, Artur Luczak, 2017, Int. J. Comput..

Computational Properties of the Hippocampus Increase the Efficiency of Goal-Directed Foraging through Hierarchical Reinforcement Learning

Eric Chalmers, Artur Luczak, Aaron J. Gruber, 2016, Front. Comput. Neurosci..

Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning

Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Context-switching and adaptation: Brain-inspired mechanisms for handling environmental changes

Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering

Eric Chalmers, Artur Luczak, 2022, Inf. Sci..