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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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 ◽

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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STDP-based unsupervised learning of memristive spiking neural network by Morris-Lecar model

2017 International Joint Conference on Neural Networks (IJCNN) ◽

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

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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) ◽

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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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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