Post-silicon nano-electronic device and its application in brain-inspired chips.

ABSTRACT: As information technology is moving toward the era of big data, the traditional Von-Neumann architecture shows limitations in performance. The field of computing has already struggled with the latency and bandwidth required to access memory ("the memory wall") and energy dissipation ("the power wall"). These challenging issues, such as "the memory bottleneck," call for significant research investments to develop a new architecture for the next generation of computing systems. Brain-inspired computing is a new computing architecture providing a method of high energy efficiency and high real-time performance for artificial intelligence computing. Brain-inspired neural network system is based on neuron and synapse. The memristive device has been proposed as an artificial synapse for creating

SUBMITTER: Lv Y 

PROVIDER: S-EPMC9363789 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature