13 citations · 19 across the 3 of their papers we have counts for
3 papers
A Neural Network Model of Continual Learning with Cognitive Control
Jacob Russin, Maryam Zolfaghar, Seongmin A. Park +2
Neural networks struggle in continual learning settings from catastrophic forgetting: when trials are blocked, new learning can overwrite the learning from previous blocks. Humans…
Do grid codes afford generalization and flexible decision-making?
Linda Q. Yu, Seongmin A. Park, Sarah C. Sweigart +2
Behavioral flexibility is learning from previous experiences and planning appropriate actions in a changing or novel environment. Successful behavioral adaptation depends on intern…
Complementary Structure-Learning Neural Networks for Relational Reasoning
Jacob Russin, Maryam Zolfaghar, Seongmin A. Park +2
The neural mechanisms supporting flexible relational inferences, especially in novel situations, are a major focus of current research. In the complementary learning systems framew…