Supervised Learning of Single-Layer Spiking Neural Networks for Image Classification

[1]  Antonio Torralba,et al.  LabelMe: A Database and Web-Based Tool for Image Annotation , 2008, International Journal of Computer Vision.

[2]  Haizhou Li,et al.  A Spike-Timing-Based Integrated Model for Pattern Recognition , 2013, Neural Computation.

[3]  Qingxiang Wu,et al.  Processing visual stimuli using hierarchical spiking neural networks , 2008, Neurocomputing.

[4]  Sander M. Bohte,et al.  Computing with Spiking Neuron Networks , 2012, Handbook of Natural Computing.

[5]  Hojjat Adeli,et al.  Spiking Neural Networks , 2009, Int. J. Neural Syst..

[6]  Paul H. E. Tiesinga,et al.  A New Correlation-Based Measure of Spike Timing Reliability , 2002, Neurocomputing.

[7]  Priyanka Bawane,et al.  Object and Character Recognition Using Spiking Neural Network , 2018 .

[8]  Huajin Tang,et al.  Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of Spatiotemporal Spike Patterns , 2013, PloS one.

[9]  Razvan V. Florian,et al.  The Chronotron: A Neuron That Learns to Fire Temporally Precise Spike Patterns , 2010, PloS one.

[10]  Gregory Cohen,et al.  Synthesis of neural networks for spatio-temporal spike pattern recognition and processing , 2013, Front. Neurosci..

[11]  Stefan Schliebs,et al.  Span: Spike Pattern Association Neuron for Learning Spatio-Temporal Spike Patterns , 2012, Int. J. Neural Syst..

[12]  Nikola K. Kasabov,et al.  NeuCube: A spiking neural network architecture for mapping, learning and understanding of spatio-temporal brain data , 2014, Neural Networks.

[13]  Andrzej J. Kasinski,et al.  Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting , 2010, Neural Computation.

[14]  Abdelkader Benyettou,et al.  Segmentation and Edge Detection Based on Spiking Neural Network Model , 2010, Neural Processing Letters.