Benefits of a Hybrid Spatial/non-Spatial Neighborhood Function in SOM-based Visual Feature Learning

R. Jain; B. Mel

doi:10.1167/10.7.956

Benefits of a Hybrid Spatial/non-Spatial Neighborhood Function in SOM-based Visual Feature Learning

Journal of Vision ◽

10.1167/10.7.956 ◽

2010 ◽

Vol 10 (7) ◽

pp. 956-956

Author(s):

R. Jain ◽

B. Mel

Keyword(s):

Feature Learning ◽

Visual Feature ◽

Neighborhood Function

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Experimenting Deep Convolutional Visual Feature Learning using Compositional Subspace Representation and Fashion-MNIST

2020 IEEE 2nd International Conference on Artificial Intelligence in Engineering and Technology (IICAIET) ◽

10.1109/iicaiet49801.2020.9257819 ◽

2020 ◽

Author(s):

Matthew Y. W. Teow

Keyword(s):

Feature Learning ◽

Visual Feature

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Self-Supervised Audio-Visual Feature Learning for Single-Modal Incremental Terrain Type Clustering

IEEE Access ◽

10.1109/access.2021.3075582 ◽

2021 ◽

Vol 9 ◽

pp. 64346-64357

Author(s):

Reina Ishikawa ◽

Ryo Hachiuma ◽

Hideo Saito

Keyword(s):

Feature Learning ◽

Visual Feature ◽

Terrain Type

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Live demonstration: Hardware implementation of convolutional STDP for on-line visual feature learning

2017 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas.2017.8050395 ◽

2017 ◽

Cited By ~ 1

Author(s):

A. Yousefzadeh ◽

T. Masquelier ◽

T. Serrano-Gotarredona ◽

B. Linares-Barranco

Keyword(s):

Hardware Implementation ◽

Feature Learning ◽

Visual Feature ◽

Live Demonstration ◽

On Line

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Unsupervised visual feature learning with spike-timing-dependent plasticity: How far are we from traditional feature learning approaches?

Pattern Recognition ◽

10.1016/j.patcog.2019.04.016 ◽

2019 ◽

Vol 93 ◽

pp. 418-429 ◽

Cited By ~ 3

Author(s):

Pierre Falez ◽

Pierre Tirilly ◽

Ioan Marius Bilasco ◽

Philippe Devienne ◽

Pierre Boulet

Keyword(s):

Feature Learning ◽

Spike Timing ◽

Learning Approaches ◽

Visual Feature ◽

Spike Timing Dependent Plasticity ◽

Dependent Plasticity

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Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription

10.21437/interspeech.2018-1063 ◽

2018 ◽

Author(s):

Rongfeng Su ◽

Xunying Liu ◽

Lan Wang

Keyword(s):

Feature Learning ◽

Visual Feature ◽

Cross Domain ◽

Speech Transcription

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Convolutional Visual Feature Learning

Proceedings of the 2018 International Conference on Control and Computer Vision - ICCCV '18 ◽

10.1145/3232651.3232672 ◽

2018 ◽

Cited By ~ 1

Author(s):

Matthew Y. W. Teow

Keyword(s):

Feature Learning ◽

Visual Feature

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Single-modal Incremental Terrain Clustering from Self-Supervised Audio-Visual Feature Learning

2020 25th International Conference on Pattern Recognition (ICPR) ◽

10.1109/icpr48806.2021.9412638 ◽

2021 ◽

Author(s):

Reina Ishikawa ◽

Ryo Hachiuma ◽

Akiyoshi Kurobe ◽

Hideo Saito

Keyword(s):

Feature Learning ◽

Visual Feature

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Unsupervised Visual Feature Learning Based on Similarity Guidance

Neurocomputing ◽

10.1016/j.neucom.2021.11.102 ◽

2021 ◽

Author(s):

Xiaoqiang Chen ◽

Zhihao Jin ◽

Qicong Wang ◽

Wenming Yang ◽

Qingmin Liao ◽

...

Keyword(s):

Feature Learning ◽

Visual Feature

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Hardware implementation of convolutional STDP for on-line visual feature learning

2017 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas.2017.8050870 ◽

2017 ◽

Cited By ~ 11

Author(s):

A. Yousefzadeh ◽

T. Masquelier ◽

T. Serrano-Gotarredona ◽

B. Linares-Barranco

Keyword(s):

Hardware Implementation ◽

Feature Learning ◽

Visual Feature ◽

On Line

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Self-supervised Visual Feature Learning and Classification Framework: Based on Contrastive Learning

2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV) ◽

10.1109/icarcv50220.2020.9305340 ◽

2020 ◽

Author(s):

Zhibo Wang ◽

Shen Yan ◽

Xiaoyu Zhang ◽

Niels Da Vitoria Lobo

Keyword(s):

Feature Learning ◽

Visual Feature ◽

Classification Framework

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