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忆阻神经网络中的巴甫洛夫联想记忆及其电路实现

更新时间:2024-11-08 10:53:28 大小:992K 上传用户:Friong查看TA发布的资源 标签:神经网络 下载积分:2分 评价赚积分 (如何评价?) 打赏 收藏 评论(0) 举报

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Pavlov associative memory in a memristive neural network and its circuit implementation


Associative memory is the process by which an association between two stimuli or a behavior and a stimulus is learned. This paper contributes to propose a memristive neural network and realize the Pavlov associative memory through (a) putting forward a novel average-input-feedback (AIF) learning law; (b) proposing a detailed two-terminal charge-controlled SPICE memristor models; (c) building a memristive neural network (MNN) circuit, for the first time, to realize the Pavlov associative memory. The results prove the effectiveness of AIF on facilitating the memristor for associative learning in memristive neural networks

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Pavlov_associative_memory_in_a_memristive_neural_network.pdf 992K

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