Based on Overcoming catastrophic forgetting in neural networks. You can view the accompanying Jupyter Notebook here. The mammalian brain allows for the learning of tasks in a sequential order. That is, we are capable of learning new tasks without forgetting how to perform old ones. Research suggests that retention of task-specific skills relies primarily on … Continue reading Continual Learning with Elastic Weight Consolidation in TensorFlow 2 →