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	A Spike Neuron Network Prototype based on RRAM Array; A Spike Neuron Network Prototype based on RRAM Array
	Yue Tang ; Xiaole Cui ; Chunliang Liu ; Xiaoyan Xu ; Jipeng Liu ; Shengming Zhou ; Jinfeng Kang
	2016
关键词	resistive Neuron switching simplified Spike parallelism tuning multimedia spike validated resistive Neuron switching simplified Spike parallelism tuning multimedia spike validated
英文摘要	The neuromorphic computing is an emerging paradigm for multimedia applications due to the features of massive parallelism, adaptivity to the complex input information, and its tolerance to errors. The oxide-based resistive switching device is a promising candidate to implement the synapse functions of neuron network due to the extra-low energy loss per spike. This work implements a simplified circuit system of neuromorphic visual system using the real RRAM devices with spike tuning scheme, and its capability of learning is validated.; The neuromorphic computing is an emerging paradigm for multimedia applications due to the features of massive parallelism, adaptivity to the complex input information, and its tolerance to errors. The oxide-based resistive switching device is a promising candidate to implement the synapse functions of neuron network due to the extra-low energy loss per spike. This work implements a simplified circuit system of neuromorphic visual system using the real RRAM devices with spike tuning scheme, and its capabili; IEEE Beijing Section; 3
语种	英语
内容类型	其他
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/479824]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Yue Tang,Xiaole Cui,Chunliang Liu,et al. A Spike Neuron Network Prototype based on RRAM Array, A Spike Neuron Network Prototype based on RRAM Array. 2016-01-01.

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