A training method for deep neural network inference accelerators with high tolerance for their hardware imperfection

S Gao, T Ohsawa - Japanese Journal of Applied Physics, 2024 - iopscience.iop.org
We propose a novel training method named hardware-conscious software training (HCST)
for deep neural network inference accelerators to recover the accuracy degradation due to …

[PDF][PDF] Study on Spin-Transfer Torque Magnetic Tunnel Junction Modeling for Magnetic Memories and Spiking Neural Networks

H LIU - 2023 - waseda.repo.nii.ac.jp
Over the past decades, several emerging memory devices have been introduced with the
aim of enhancing circuit performance. Spin-transfer torque magnetic tunnel junction (STT …