Progress of emerging non-volatile memory technologies in industry

M Hellenbrand, I Teck, JL MacManus-Driscoll - MRS communications, 2024 - Springer
This prospective and performance summary provides a view on the state of the art of
emerging non-volatile memory (eNVM) in the semiconductor industry. The overarching aim …

Opposing Mean Error Compensation for Accuracy Enhancement in Analog Compute-in-Memory With Resistive Switching Devices

WH Huang, W Lee, JS Kim, WT Koo… - … on Electron Devices, 2024 - ieeexplore.ieee.org
Analog compute-in-memory (ACiM) systems show promise for energy-efficient AI inference,
but their performance is hindered by variations in conductance, resulting in reduced …

Realistic Noise-aware Training as a Component of the Holistic ACiM Development Platform

J Kim, S Park, H Suh, Y Kwon, S Lee… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Analog Computing-in-Memory is promising and energy-efficient AI acceleration hardware
due to the elimination of von-Neumann bottleneck and adoption of resistive synaptic cell …