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Kexin Chen
Kexin Chen
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Year
Domain adaptation in reinforcement learning via latent unified state representation
J Xing, T Nagata, K Chen, X Zou, E Neftci, JL Krichmar
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10452 …, 2021
402021
Neurorobots as a means toward neuroethology and explainable AI
K Chen, T Hwu, HJ Kashyap, JL Krichmar, K Stewart, J Xing, X Zou
Frontiers in Neurorobotics 14, 570308, 2020
262020
CARLsim 6: an open source library for large-scale, biologically detailed spiking neural network simulation
L Niedermeier, K Chen, J Xing, A Das, J Kopsick, E Scott, N Sutton, ...
2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022
242022
Robust resting-state dynamics in a large-scale spiking neural network model of area CA3 in the mouse hippocampus
JD Kopsick, C Tecuatl, K Moradi, SM Attili, HJ Kashyap, J Xing, K Chen, ...
Cognitive Computation 15 (4), 1190-1210, 2023
122023
Neuroevolution of a recurrent neural network for spatial and working memory in a simulated robotic environment
X Zou, E Scott, A Johnson, K Chen, D Nitz, K De Jong, J Krichmar
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
62021
Differential spatial representations in hippocampal CA1 and subiculum emerge in evolved spiking neural networks
K Chen, A Johnson, EO Scott, X Zou, KA De Jong, DA Nitz, JL Krichmar
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
52021
Cortical motion perception emerges from dimensionality reduction with evolved spike-timing-dependent plasticity rules
K Chen, M Beyeler, JL Krichmar
Journal of Neuroscience 42 (30), 5882-5898, 2022
32022
What can computer vision learn from visual neuroscience? Introduction to the special issue
K Chen, HJ Kashyap, JL Krichmar, X Li
Biological Cybernetics 117 (4), 297-298, 2023
12023
A Computational Investigation of Cortical Motion Perception and Hippocampal Spatial Memory
K Chen
University of California, Irvine, 2023
2023
MSTd-like response properties emerge from evolving STDP and homeostatic parameters in a Spiking Neural Network (SNN) model
K Chen, M Beyeler, J Krichmar
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Articles 1–10