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cc18:exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:overview [2018/04/24 05:33]
79.59.225.176 [Papers]
cc18:exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:overview [2019/05/16 20:20] (current)
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   * J. M. Brader, W. Senn and S. Fusi, "​Learning real-world stimuli in a neural network with spike-driven synaptic dynamics, " Neural Computation,​ vol. 19, no. 11, pp. 2881-2912, 2007. {{ :​cc18:​exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:​brader_neuralcomputation07.pdf |}}   * J. M. Brader, W. Senn and S. Fusi, "​Learning real-world stimuli in a neural network with spike-driven synaptic dynamics, " Neural Computation,​ vol. 19, no. 11, pp. 2881-2912, 2007. {{ :​cc18:​exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:​brader_neuralcomputation07.pdf |}}
   * R. Kreiser et al., "​On-chip unsupervised learning in winner-take-all networks of spiking neurons,"​ Proc. of Biomedical Circuits and Systems Conference (BioCAS), 2017. {{ :​cc18:​exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:​kreiser_biocas17.pdf |}}   * R. Kreiser et al., "​On-chip unsupervised learning in winner-take-all networks of spiking neurons,"​ Proc. of Biomedical Circuits and Systems Conference (BioCAS), 2017. {{ :​cc18:​exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:​kreiser_biocas17.pdf |}}
 +  * P. U. Diehl and M. Cook, "​Unsupervised learning of digit recognition using spike-timing-dependent plasticity,"​ Frontiers in Computational Neuroscience,​ vol. 9, p. 99, 2015. [[https://​www.frontiersin.org/​articles/​10.3389/​fncom.2015.00099/​full|link]].
  
 ====== Useful links ====== ====== Useful links ======
 Shrinked MNIST datasets from 8x8 to 16x16 pixels are available [[https://​www.dropbox.com/​sh/​2wydtji6w1f0l7w/​AADp6iedqmWHfEu6Y4s5kKm6a?​dl=0|here]]. Shrinked MNIST datasets from 8x8 to 16x16 pixels are available [[https://​www.dropbox.com/​sh/​2wydtji6w1f0l7w/​AADp6iedqmWHfEu6Y4s5kKm6a?​dl=0|here]].
 +
 +====== Demo slide ======
 +{{ :​cc18:​exploring-unsupervised-online-learning-in-digital-spiking-neural-networks:​ulsnn_capocaccia18.pdf |}}
  
  
cc18/exploring-unsupervised-online-learning-in-digital-spiking-neural-networks/overview.1524548023.txt.gz ยท Last modified: 2019/05/16 20:14 (external edit)