ICML2022

Neurocoder: General-Purpose Computation Using Stored Neural Programs

Hung Le, Svetha Venkatesh

7 citations

Abstract

Turing Machine? 2 • Implement stored-program principle • Store the weights of neural networks as programs in memory • Use multiple programs for multiple tasks (adaptive and not forgetting)  E.g. NSM, MoE, ModuleNet  Their programs are big, the number of stored parameters are huge, requiring big data for training