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29 results
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Spike timing dependent plasticity finds the start of repeating patterns in continuous spike trains.
Masquelier T, Guyonneau R, Thorpe SJ. Masquelier T, et al. PLoS One. 2008 Jan 2;3(1):e1377. doi: 10.1371/journal.pone.0001377. PLoS One. 2008. PMID: 18167538 Free PMC article.
Unsupervised learning of visual features through spike timing dependent plasticity.
Masquelier T, Thorpe SJ. Masquelier T, et al. PLoS Comput Biol. 2007 Feb 16;3(2):e31. doi: 10.1371/journal.pcbi.0030031. Epub 2007 Jan 2. PLoS Comput Biol. 2007. PMID: 17305422 Free PMC article.
Competitive STDP-based spike pattern learning.
Masquelier T, Guyonneau R, Thorpe SJ. Masquelier T, et al. Neural Comput. 2009 May;21(5):1259-76. doi: 10.1162/neco.2008.06-08-804. Neural Comput. 2009. PMID: 19718815
Oscillations, phase-of-firing coding, and spike timing-dependent plasticity: an efficient learning scheme.
Masquelier T, Hugues E, Deco G, Thorpe SJ. Masquelier T, et al. J Neurosci. 2009 Oct 28;29(43):13484-93. doi: 10.1523/JNEUROSCI.2207-09.2009. J Neurosci. 2009. PMID: 19864561 Free PMC article.
Relative spike time coding and STDP-based orientation selectivity in the early visual system in natural continuous and saccadic vision: a computational model.
Masquelier T. Masquelier T. J Comput Neurosci. 2012 Jun;32(3):425-41. doi: 10.1007/s10827-011-0361-9. Epub 2011 Sep 21. J Comput Neurosci. 2012. PMID: 21938439
STDP allows fast rate-modulated coding with Poisson-like spike trains.
Gilson M, Masquelier T, Hugues E. Gilson M, et al. Among authors: masquelier t. PLoS Comput Biol. 2011 Oct;7(10):e1002231. doi: 10.1371/journal.pcbi.1002231. Epub 2011 Oct 27. PLoS Comput Biol. 2011. PMID: 22046113 Free PMC article.
Network bursting dynamics in excitatory cortical neuron cultures results from the combination of different adaptive mechanisms.
Masquelier T, Deco G. Masquelier T, et al. PLoS One. 2013 Oct 11;8(10):e75824. doi: 10.1371/journal.pone.0075824. eCollection 2013. PLoS One. 2013. PMID: 24146781 Free PMC article.
Oscillations can reconcile slowly changing stimuli with short neuronal integration and STDP timescales.
Masquelier T. Masquelier T. Network. 2014 Mar-Jun;25(1-2):85-96. doi: 10.3109/0954898X.2014.881574. Network. 2014. PMID: 24571100 Review.
STDP Allows Close-to-Optimal Spatiotemporal Spike Pattern Detection by Single Coincidence Detector Neurons.
Masquelier T. Masquelier T. Neuroscience. 2018 Oct 1;389:133-140. doi: 10.1016/j.neuroscience.2017.06.032. Epub 2017 Jun 29. Neuroscience. 2018. PMID: 28668487 Free PMC article.
STDP-based spiking deep convolutional neural networks for object recognition.
Kheradpisheh SR, Ganjtabesh M, Thorpe SJ, Masquelier T. Kheradpisheh SR, et al. Among authors: masquelier t. Neural Netw. 2018 Mar;99:56-67. doi: 10.1016/j.neunet.2017.12.005. Epub 2017 Dec 23. Neural Netw. 2018. PMID: 29328958
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