A backpropagation with gradient accumulation algorithm capable of tolerating memristor non-idealities for training memristive neural networks
Shuai Dong, Yihong Chen, Zhen Fan, Kaihui Chen, Minghui Qin, Min Zeng, Xubing Lu, Guofu Zhou, Xingsen Gao, Jun‐Ming Liu
Topics & Concepts
MemristorMNIST databaseBackpropagationArtificial neural networkComputer sciencePerceptronAlgorithmRobustness (evolution)Artificial intelligenceWaveformNonlinear systemMemistorPattern recognition (psychology)Electronic engineeringVoltagePhysicsElectrical engineeringEngineeringTelecommunicationsResistive random-access memoryBiochemistryGeneChemistryQuantum mechanicsRadarAdvanced Memory and Neural ComputingNeural dynamics and brain functionNeuroscience and Neural Engineering