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Simplification of synapse devices in cellular neural network

机译:细胞神经网络中突触设备的简化

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We are developing cellular neural networks using thin-film transistors (TFTs). Although simplification of the circuits for the neurons and synapses is also needed for the cellular neural network, the detailed discussion is not sufficient for the cellular neural network. Particularly in this study, we tried simplification of synapse devices. We used discrete trimmer resistors and capacitors for the synapse devices. Each of the synapse devices is the only one device, incredible simplification of synapse devices, and one of the kind of hardware simulation. We succeeded in realizing AND logic circuits with the simplification of the synapse devices in the cellular neural network. The results obtained from the discrete devices will suggest the future possibility of the cellular neural network using integrated thin-film devices.
机译:我们正在开发使用薄膜晶体管(TFT)的细胞神经网络。尽管对于细胞神经网络也需要简化神经元和突触电路,但是对于细胞神经网络的详细讨论是不够的。特别是在这项研究中,我们尝试简化突触设备。我们为突触设备使用了分立的微调电阻器和电容器。每个突触设备都是唯一的设备,突触设备的简化令人难以置信,并且是一种硬件仿真。通过简化细胞神经网络中突触设备,我们成功实现了AND逻辑电路。从分立设备获得的结果将暗示使用集成薄膜设备的细胞神经网络的未来可能性。

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