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Journal Articles
- 2023
[j7]Eric Chalmers, Aaron J. Gruber, Artur Luczak
:
Hippocluster: An efficient, hippocampus-inspired algorithm for graph clustering. Inf. Sci. 639: 118999 (2023)- 2022
- [j6]Yoshimasa Kubo, Eric Chalmers, Artur Luczak:
Combining backpropagation with Equilibrium Propagation to improve an Actor-Critic reinforcement learning framework. Frontiers Comput. Neurosci. 16 (2022) - [j5]Artur Luczak, Bruce L. McNaughton, Yoshimasa Kubo:
Neurons learn by predicting future activity. Nat. Mach. Intell. 4(1): 62-72 (2022) - 2019
- [j4]Volodymyr Turchenko, Eric Chalmers, Artur Luczak:
A Deep Convolutional Auto-encoder with Pooling - Unpooling Layers in Caffe. Int. J. Comput. 18: 8-31 (2019) - 2018
- [j3]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): 2259-2270 (2018) - 2016
- [j2]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: 128 (2016) - 2010
- [j1]Artur Luczak:
Measuring Neuronal Branching Patterns Using Model-Based Approach. Frontiers Comput. Neurosci. 4: 135 (2010)
Conference and Workshop Papers
- 2023
- [c3]Eric Chalmers, Artur Luczak:
Reinforcement Learning with Brain-Inspired Modulation Improves Adaptation to Environmental Changes. ICAISC (1) 2023: 23-34 - 2017
- [c2]Volodymyr Turchenko, Artur Luczak:
Creation of a deep convolutional auto-encoder in Caffe. IDAACS 2017: 651-659 - 2016
- [c1]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: 3522-3529
Informal and Other Publications
- 2022
- [i5]Yoshimasa Kubo, Eric Chalmers, Artur Luczak:
Biologically-inspired neuronal adaptation improves learning in neural networks. CoRR abs/2204.14008 (2022) - [i4]Eric Chalmers, Artur Luczak:
Reinforcement Learning with Brain-Inspired Modulation can Improve Adaptation to Environmental Changes. CoRR abs/2205.09729 (2022) - [i3]Eric Chalmers, Artur Luczak:
Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering. CoRR abs/2205.12338 (2022) - 2017
- [i2]Volodymyr Turchenko, Eric Chalmers, Artur Luczak:
A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe. CoRR abs/1701.04949 (2017) - 2015
- [i1]Volodymyr Turchenko, Artur Luczak:
Creation of a Deep Convolutional Auto-Encoder in Caffe. CoRR abs/1512.01596 (2015)
Coauthor Index
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