Reliability of Non-Volatile Memory Devices for Neuromorphic Applications: A Modeling Perspective (Invited)

The advent of Artificial Intelligence (AI) and big data era brought an unprecedented (and ever growing) need for fast and energy efficient computation that cannot be obtained with the classical von Neumann computing architecture. This paved the way to new technologies that try to mimic the human brain to leverage its energy efficient and distributed computing. Nonvolatile memory technologies seem ...