Concepedia

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

Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco, Philippe Devienne, Pierre Boulet

Pattern Recognition · 2019 · 45 citations · 46 references

Open access

Concepts

Life SciencesComputer ScienceNeuroscienceComputational NeuroscienceMachine LearningSynaptic PlasticityNeural PlasticityRepresentation LearningSpike-timing-dependent PlasticitySpiking Neural NetworksUnsupervised LearningVisual PlasticityConvolutional Spiking Neural NetworksDendritic Spike-timing-dependent PlasticitySpike-timing PlasticitySpiking Neural Network ModelsUnsupervised Feature LearningVisual Feature EncodingVisual Feature Extraction

References

46

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 55.3K citations

Computing, Computer Science, Computer Vision +16

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Libsvm : A library for support vector machines

Vittorio Ferrari · Medical Entomology and Zoology · 2008 · 10.1K citations

Computing, Computer Science, Data Mining +11

A performance evaluation of local descriptors

Krystian Mikolajczyk, C. Schmid · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 6.7K citations · Full text

Computing, Vision Science, Computer Vision +16