What Are Deep Energy-Based Memory Models?

Associative memory is a strategy developed by living organisms over many years of evolution. This is true of humans, as we use associative memory to tell a story about two unrelated things to grasp more information in less time. Memory optimisation is important in case of resource-hungry deep learning tasks as well. Though the analogy between neuroscience and artificial neural networks has been beaten to a pulp, mimicking nature is still opening up exciting avenues in the world of AI. Memory association in machine learning is of great significance.