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Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition

International Journal of Computer Vision · 2014 · Vol. 113(1) · pp. 54–66
Yongqiang CaoYang ChenDeepak Khosla
Advanced Memory and Neural ComputingNeural dynamics and brain functionFerroelectric and Negative Capacitance DevicesSpiking neural networkNeuromorphic engineeringComputer scienceConvolutional neural networkSpike (software development)Artificial intelligenceDeep learningCognitive neuroscience of visual object recognitionPattern recognition (psychology)Computer architecture

Funding

  • U.S. Department of Defense
  • Defense Advanced Research Projects Agency
Citations
906
FWCI
17.87
field-weighted impact
References
39
Percentile
99%
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Citations per year
References
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Nature · 1986 · 30,045 citations
Receptive fields of single neurones in the cat's striate cortex
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Gradient-based learning applied to document recognition
Proceedings of the IEEE · 1998 · 57,014 citations
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation · 2006 · 16,253 citations
Backpropagation Applied to Handwritten Zip Code Recognition
Neural Computation · 1989 · 11,706 citations
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