In this talk, I aim to show that the dynamical properties of emerging nanodevices can accelerate the development of smart, and environmentally-friendly chips that inherently learn through their physics. The goal of neuromorphic computing is to draw inspiration from the architecture of the brain to build low-power circuits for artificial intelligence. I will first give a brief overview of the state of the art of neuromorphic computing, highlighting the opportunities offered by emerging nanodevices in this field, and the associated challenges.
Dynamical Neuromorphic Systems
June 15, 2021
