Hardware Implementation of Differential Oscillatory Neural Networks Using VO ₂-Based Oscillators and Memristor-Bridge Circuits.

ABSTRACT: Oscillatory Neural Networks (ONNs) are currently arousing interest in the research community for their potential to implement very fast, ultra-low-power computing tasks by exploiting specific emerging technologies. From the architectural point of view, ONNs are based on the synchronization of oscillatory neurons in cognitive processing, as occurs in the human brain. As emerging technologies, VO₂ and memristive devices show promising potential for the efficient implementation of ONNs. Abundant literature is now becoming available pertaining to the study and building of ONNs based on VO₂ devices and resistive coupling, such as memristors. One drawback of direct resistive coupling is that physical resistances cannot be negative, but from the architectural and computation

SUBMITTER: Shamsi J 

PROVIDER: S-EPMC8322448 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature