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STDP-based unsupervised learning of memristive spiking neural network by Morris-Lecar model
2017 International Joint Conference on Neural Networks (IJCNN)
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10.1109/ijcnn.2017.7966284
◽
2017
◽
Cited By ~ 3
Author(s):
Amirali Amirsoleimani
◽
Majid Ahmadi
◽
Arash Ahmadi
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Spiking Neural Network
Download Full-text
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Compact Graphene-Based Spiking Neural Network With Unsupervised Learning Capabilities
IEEE Open Journal of Nanotechnology
◽
10.1109/ojnano.2020.3041198
◽
2020
◽
Vol 1
◽
pp. 135-144
Author(s):
He Wang
◽
Nicoleta Cucu Laurenciu
◽
Yande Jiang
◽
Sorin Dan Cotofana
Keyword(s):
Neural Network
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Unsupervised Learning
◽
Spiking Neural Network
◽
Learning Capabilities
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A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices
2019 International Joint Conference on Neural Networks (IJCNN)
◽
10.1109/ijcnn.2019.8851744
◽
2019
◽
Author(s):
Won-Mook Kang
◽
Chul-Heung Kim
◽
Soochang Lee
◽
Sung Yun Woo
◽
Jong-Ho Bae
◽
...
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Flash Memory
◽
Spike Timing
◽
Spiking Neural Network
◽
Spike Timing Dependent Plasticity
◽
Dependent Plasticity
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Memristive Logic Design of Multifunctional Spiking Neural Network with Unsupervised Learning
BioNanoScience
◽
10.1007/s12668-020-00778-2
◽
2020
◽
Vol 10
(4)
◽
pp. 824-833
Author(s):
N.V. Andreeva
◽
E.A. Ryndin
◽
M.I. Gerasimova
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Logic Design
◽
Spiking Neural Network
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Local unsupervised learning rules for a spiking neural network with dendrite
BMC Neuroscience
◽
10.1186/1471-2202-12-s1-p210
◽
2011
◽
Vol 12
(S1)
◽
Author(s):
Olivier FL Manette
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Spiking Neural Network
◽
Learning Rules
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SPEED: Spiking Neural Network with Event-driven Unsupervised Learning and Near-real-time Inference for Event-based Vision
IEEE Sensors Journal
◽
10.1109/jsen.2021.3098013
◽
2021
◽
pp. 1-1
Author(s):
Xueyuan She
◽
Saibal Mukhopadhyay
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Real Time
◽
Spiking Neural Network
◽
Event Driven
◽
Event Based
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Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception
IEEE Transactions on Pattern Analysis and Machine Intelligence
◽
10.1109/tpami.2019.2903179
◽
2020
◽
Vol 42
(8)
◽
pp. 2051-2064
◽
Cited By ~ 4
Author(s):
Federico Paredes-Valles
◽
Kirk Yannick Willehm Scheper
◽
Guido C. H. E. de Croon
Keyword(s):
Neural Network
◽
Optical Flow
◽
Unsupervised Learning
◽
Motion Perception
◽
Spiking Neural Network
◽
Global Motion
◽
Flow Estimation
◽
Optical Flow Estimation
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Unsupervised learning of temporal features for word categorization in a spiking neural network model of the auditory brain
PLoS ONE
◽
10.1371/journal.pone.0180174
◽
2017
◽
Vol 12
(8)
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pp. e0180174
◽
Cited By ~ 6
Author(s):
Irina Higgins
◽
Simon Stringer
◽
Jan Schnupp
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Network Model
◽
Neural Network Model
◽
Spiking Neural Network
◽
Word Categorization
◽
Temporal Features
◽
Spiking Neural Network Model
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An Unsupervised Learning Approach for Classifying Sequence Data for Human Robotic Interaction Using Spiking Neural Network
Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction Extended Abstracts - HRI'15 Extended Abstracts
◽
10.1145/2701973.2702727
◽
2015
◽
Cited By ~ 1
Author(s):
Banafsheh Rekabdar
◽
Monica Nicolescu
◽
Mircea Nicolescu
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Sequence Data
◽
Learning Approach
◽
Spiking Neural Network
◽
Human Robotic Interaction
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Spike timing-based unsupervised learning of orientation, disparity, and motion representations in a spiking neural network
10.1109/cvprw53098.2021.00152
◽
2021
◽
Author(s):
Thomas Barbier
◽
Celine Teuliere
◽
Jochen Triesch
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Spike Timing
◽
Spiking Neural Network
◽
Orientation Disparity
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Drift-Enhanced Unsupervised Learning of Handwritten Digits in Spiking Neural Network With PCM Synapses
IEEE Electron Device Letters
◽
10.1109/led.2018.2872434
◽
2018
◽
Vol 39
(11)
◽
pp. 1768-1771
◽
Cited By ~ 9
Author(s):
Sangheon Oh
◽
Yuhan Shi
◽
Xin Liu
◽
Jungwoo Song
◽
Duygu Kuzum
Keyword(s):
Neural Network
◽
Unsupervised Learning
◽
Spiking Neural Network
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