Paper Title :Neuromorphic System With Novel Electronic Synapses Based On Rram Devices

Author :Zhiping Zhang, Bin Gao, Xinpeng Wang, Patrick Lo

Article Citation :Zhiping Zhang ,Bin Gao ,Xinpeng Wang ,Patrick Lo , (2015 ) " Neuromorphic System With Novel Electronic Synapses Based On Rram Devices " , International Journal of Electrical, Electronics and Data Communication (IJEEDC) , pp. 1-4, Volume-3, Issue-8

Abstract : This paper proposes a neuromorphic system built with novel RRAM-based synapses. Each synapse consists of two RRAM devices of which one serves for long-term potentiation and the other for long-term depression. The RRAM devices are fabricated in-house with forming-free and continuous reset characteristics.Through a simulation tool based on the model of RRAM-based synapses, the proposed system has demonstrated the pattern recognition function with good performance. Index Terms- Neuromorphic, Electronic Synapse, Resistive Random Access Memory (Rram), Long-Term Potentiation (Ltp), Long-Term Depression (Ltd)

Type : Research paper

Published : Volume-3, Issue-8

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