Matthew J. Marinella

TL;DR: An ionic floating-gate memory array based on a polymer redox transistor connected to a conductive-bridge memory (CBM) is introduced, enabling linear and symmetric weight updates in parallel over an entire crossbar array at megahertz rates over 109 write-read cycles.

TL;DR: Nonvolatile redox transistors based upon Li-ion battery materials are demonstrated as memory elements for neuromorphic computer architectures with multi-level analog states, "write" linearity, low-voltage switching, and low power dissipation.

TL;DR: In this article, the formation of an Al-rich conduction channel through the AlN layer is revealed, and the motion of positively charged nitrogen vacancies is likely responsible for the observed switching.

TL;DR: A general purpose neural architecture that can accelerate many different algorithms and determine the device properties that will be needed to run backpropagation on the neural architecture is proposed.