High On/Off Ratio Spintronic Multi‐Level Memory Unit for Deep Neural Network
Sign Up to like & getrecommendations! Published in 2022 at "Advanced Science"
DOI: 10.1002/advs.202103357
Abstract: Spintronic devices are considered as one of the most promising technologies for non‐volatile memory and computing. However, two crucial drawbacks, that is, lack of intrinsic multi‐level operation and low on/off ratio, greatly hinder their further… read more here.
Keywords: deep neural; multi level; ratio; memory unit ... See more keywords
All optical frequency encoded quaternary memory unit using symmetric configuration of MZI-SOA
Sign Up to like & getrecommendations! Published in 2020 at "Optics and Laser Technology"
DOI: 10.1016/j.optlastec.2020.106386
Abstract: Abstract Optical memory is an essential optical element for optical communication and computing system. Here the authors propose an optical scheme for developing a quaternary memory unit associated with wavelength encoding technique and based on… read more here.
Keywords: soa optical; quaternary memory; mzi soa; memory unit ... See more keywords
An Adaptive LSTM Network With Fractional-Order Memory Unit Optimized by Hausdorff Difference for SOC Estimation of Lithium-Ion Batteries
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2023.3344191
Abstract: This brief proposes an adaptive LSTM network with fractional-order memory unit optimized by Hausdorff difference to enhance the accuracy of state of charge (SOC) estimation. First, the Hausdorff difference is introduced to improve the memory… read more here.
Keywords: lstm network; memory unit; network; soc estimation ... See more keywords