13 citations · 15 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…
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…
Deep Predictive Learning in Neocortex and Pulvinar
Randall C. O'Reilly, Jacob L. Russin, Maryam Zolfaghar +1
How do humans learn from raw sensory experience? Throughout life, but most obviously in infancy, we learn without explicit instruction. We propose a detailed biological mechanism f…