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FangTianSim: High-Level Cycle-Accurate Resistive Random-Access Memory-Based Multi-Core Spiking Neural Network Processor Simulator

Jinsong Wei, Zhibin Wang, Ye Li, Jikai Lu, Hao Jiang, Junjie An, Yiqi Li, Lili Gao, Xumeng Zhang, Tuo Shi, Qi Liu
2022 Frontiers in Neuroscience  
Realization of spiking neural network (SNN) hardware with high energy efficiency and high integration may provide a promising solution to data processing challenges in future internet of things (IoT) and  ...  Finally, the function of FangTianSim is verified on liquid state machine (LSM), fully connected neural network (FCNN), and convolutional neural network (CNN).  ...  is realized, such as NN-Noxim (Chen and Wang, 2018) , Noxim (Catania et al., 2015) , etc.  ... 
doi:10.3389/fnins.2021.806325 pmid:35126046 pmcid:PMC8811373 fatcat:4aiwyx2chrg63oonh3fxilpib4