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Defect-Tolerant Memristor Crossbar Circuits for Local Learning Neural Networks

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Local learning algorithms, such as Equilibrium Propagation (EP), have emerged as alternatives to global learning methods like backpropagation for training neural networks. EP offers the potential for more energy-efficient hardware implementation by utilizing o... ...