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Design of an electronic synapse with spike time dependent plasticity based on resistive memory device

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : Design of an electronic synapse with spike time dependent plasticity based on resistive memory device
นักวิจัย : Hu, S. G. , Wu, H. T. , Liu, Y. , Chen, Tupei , Liu, Z. , Yu, Q. , Yin, Y. , Hosaka, Sumio
คำค้น : DRNTU::Engineering::Electrical and electronic engineering
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2556
อ้างอิง : Hu, S. G., Wu, H. T., Liu, Y., Chen, T., Liu, Z., Yu, Q., Yin, Y., & Hosaka, S. (2013). Design of an electronic synapse with spike time dependent plasticity based on resistive memory device. Journal of Applied Physics, 113(11), 114502. , 0021-8979 , http://hdl.handle.net/10220/13303 , http://dx.doi.org/10.1063/1.4795280
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Journal of applied physics
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This paper presents a design of electronic synapse with Spike Time Dependent Plasticity (STDP) based on resistive memory device. With the resistive memory device whose resistance can be purposely changed, the weight of the synaptic connection between two neurons can be modified. The synapse can work according to the STDP rule, ensuring that the timing between pre and post-spikes leads to either the long term potentiation or long term depression. By using the synapse, a neural network with three neurons has been constructed to realize the STDP learning.

บรรณานุกรม :
Hu, S. G. , Wu, H. T. , Liu, Y. , Chen, Tupei , Liu, Z. , Yu, Q. , Yin, Y. , Hosaka, Sumio . (2556). Design of an electronic synapse with spike time dependent plasticity based on resistive memory device.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Hu, S. G. , Wu, H. T. , Liu, Y. , Chen, Tupei , Liu, Z. , Yu, Q. , Yin, Y. , Hosaka, Sumio . 2556. "Design of an electronic synapse with spike time dependent plasticity based on resistive memory device".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Hu, S. G. , Wu, H. T. , Liu, Y. , Chen, Tupei , Liu, Z. , Yu, Q. , Yin, Y. , Hosaka, Sumio . "Design of an electronic synapse with spike time dependent plasticity based on resistive memory device."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2556. Print.
Hu, S. G. , Wu, H. T. , Liu, Y. , Chen, Tupei , Liu, Z. , Yu, Q. , Yin, Y. , Hosaka, Sumio . Design of an electronic synapse with spike time dependent plasticity based on resistive memory device. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2556.