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Memristor synapse-coupled piecewise-linear simplified Hopfield neural network: Dynamics analysis and circuit implementation

Shoukui Ding, Ning Wang, Han Bao, Bei Chen, Huagan Wu, Quan Xu

2022Chaos Solitons & Fractals146 citationsDOI

Topics & Concepts

MemristorMultistabilityArtificial neural networkPiecewise linear functionEquilibrium pointAttractorControl theory (sociology)Node (physics)Limit cycleActivation functionTopology (electrical circuits)Computer scienceSaddle pointMathematicsPhysicsNonlinear systemMathematical analysisLimit (mathematics)Artificial intelligenceGeometryControl (management)CombinatoricsQuantum mechanicsAdvanced Memory and Neural Computingstochastic dynamics and bifurcationNeural dynamics and brain function
Memristor synapse-coupled piecewise-linear simplified Hopfield neural network: Dynamics analysis and circuit implementation | Litcius