A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

Reliable Brain-inspired AI Accelerators using Classical and Emerging Memories

M Yayla, S Thomann, MM Islam, ML Wei… - 2023 IEEE 41st VLSI …, 2023 - ieeexplore.ieee.org
By taking inspiration from the operation of biological brains, emerging brain-inspired
hardware has the potential to revolutionize the way computations are performed. Brain …

TaOx synapse array based on ion profile engineering for high accuracy neuromorpic computing

J Yang, J Zhu, B Dang, T Zhang, Q Duan… - 2020 China …, 2020 - ieeexplore.ieee.org
Resistive random-access memory is a promising candidate for high-density, low-power
neuromorphic computing. Here, we demonstrate a thermally oxidized TaO x RRAM array …