scholarly journals Unsupervised Learning with Self-Organizing Spiking Neural Networks

2018 ◽  
Author(s):  
Hananel Hazan ◽  
Daniel Saunders ◽  
Darpan T. Sanghavi ◽  
Hava Siegelmann ◽  
Robert Kozma
Keyword(s):  
Neural Networks ◽  
Unsupervised Learning ◽  
Spiking Neural Networks ◽  
Self Organizing

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

2019 ◽  
Vol 66 (6) ◽  
pp. 2844-2849
Author(s):  
Bowei Chen ◽  
Hui Yang ◽  
Fuwei Zhuge ◽  
Yi Li ◽  
Ting-Chang Chang ◽  
...  
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

scholarly journals Role of synaptic variability in resistive memory-based spiking neural networks with unsupervised learning

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