Resistive Memory-Based Analog Synapse: The Pursuit for Linear and Symmetric Weight Update
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Nanotechnology Magazine"
DOI: 10.1109/mnano.2018.2844902
Abstract: This article reviews the recent developments in a type of random access memory (RAM) called resistive RAM (RRAM) for the analog synapse, which is an important building block for neuromorphic computing systems. To achieve high… read more here.
Keywords: symmetric weight; weight update; analog; analog synapse ... See more keywords
Impact of Gate/Drain Biases in FDSOI-Based Analog Synapse on Artificial Neural-Network Performance
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Electron Devices"
DOI: 10.1109/ted.2025.3540764
Abstract: In this work, a low-cost artificial intelligent analog synapse using commercial 28-nm fully depleted silicon-on-insulator (FDSOI) CMOS technology was applied in a computing-in-memory (CIM)-based neural network (NN) and co-optimized from the device level to the… read more here.
Keywords: system; synapse; performance; analog synapse ... See more keywords