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Unsupervised Learning in Winner-Takes-All Neural Network Based on 3D NAND Flash

IEEE Electron Device Letters(2022)

引用 6|浏览15
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摘要
Experimental demonstration of unsupervised learning is realized with charge-trapping 3D NAND flash device array. The charge-trapping characteristic of the memory cell is leveraged so that the devices perform not only as non-volatile memory but also synaptic cells in hardware neural network. Experiments reveal that the 3D NAND flash devices hold good potential for neuromorphic computing because of ...
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关键词
Neural networks,Three-dimensional displays,Training,Neurons,Flash memories,Unsupervised learning,Voltage
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