Method and Apparatus for Training Memristive Learning Systems

摘要

Disclosed is a method for training memristive learning systems (MLSs) using stochastic learning algorithms and the training system apparatus designed to implement the stochastic learning algorithms.

主权项

1. A method for training a memristive learning system comprising:
identifying a task that the memristive learning system is to be trained to perform; identifying a cost function; choosing a deterministic update equation; deriving a stochastic update equation from the deterministic update equation; designing a training system hardware to implement the derived stochastic update equation; coupling the memristive learning system to the training system; and training the memristive learning system.