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2018 ◽  
Vol 51 (44) ◽  
pp. 444002 ◽  
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Denys R B Ly ◽  
Alessandro Grossi ◽  
Claire Fenouillet-Beranger ◽  
Etienne Nowak ◽  
Damien Querlioz ◽  
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Keyword(s):  
Neural Networks ◽  
Unsupervised Learning ◽  
Spiking Neural Networks ◽  
Resistive Memory ◽  
Synaptic Variability

Bioinspired Programming of Resistive Memory Devices for Implementing Spiking Neural Networks

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Neural Networks ◽  
Spiking Neural Networks ◽  
Memory Devices ◽  
Resistive Memory

Optimal Tuning of Memristor Conductance Variation in Spiking Neural Networks for Online Unsupervised Learning

2019 ◽  
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pp. 2844-2849
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Hui Yang ◽  
Fuwei Zhuge ◽  
Yi Li ◽  
Ting-Chang Chang ◽  
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Keyword(s):  
Neural Networks ◽  
Unsupervised Learning ◽  
Spiking Neural Networks ◽  
Optimal Tuning

Spiking Neural Networks with Unsupervised Learning Based on STDP Using Resistive Synaptic Devices and Analog CMOS Neuron Circuit

2018 ◽  
Vol 18 (9) ◽  
pp. 6588-6592 ◽  
Author(s):  
Min-Woo Kwon ◽  
Myung-Hyun Baek ◽  
Sungmin Hwang ◽  
Sungjun Kim ◽  
Byung-Gook Park
Keyword(s):  
Neural Networks ◽  
Unsupervised Learning ◽  
Spiking Neural Networks ◽  
Neuron Circuit ◽  
Analog Cmos

scholarly journals Unsupervised Learning in an Ensemble of Spiking Neural Networks Mediated by ITDP

2016 ◽  
Vol 12 (10) ◽  
pp. e1005137 ◽  
Author(s):  
Yoonsik Shim ◽  
Andrew Philippides ◽  
Kevin Staras ◽  
Phil Husbands
Keyword(s):  
Neural Networks ◽  
Unsupervised Learning ◽  
Spiking Neural Networks

On the role of astroglial syncytia in self-repairing spiking neural networks

2015 ◽  
Vol 26 (10) ◽  
pp. 2370-2380 ◽  
Author(s):  
Muhammad Naeem ◽  
Liam J. McDaid ◽  
Jim Harkin ◽  
John J. Wade ◽  
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Keyword(s):  
Neural Networks ◽  
Spiking Neural Networks
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