6 Episodic Memory

6 Episodic Memory#

Overview#

Here, we will introduce the concept of episodic memory by implementing the Episodic Generalization and Optimization (EGO) model of episodic memory described by Giallanza et al., (2024). First, we will introduce the EMComposition class in PsyNeuLink that allows us to model episodic memory. Then, we will use this composition as part of the EGO model to simulate how episodic memory and working memory interact in a sequence learning task.

Content#

6.1 Episodic Memory

6.2 Episodic Generalization Optimization - EGO

6.3 Episodic Memory - PyTorch version (optional instead of 6.1)

Additional Resources#

Contents