Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

STDP-Compatible Approximation of Backpropagation in an Energy-Based Model

(2017) Yoshua Bengio et al.   NEURAL COMPUTATION

FPGA-accelerated deep convolutional neural networks for high throughput and energy efficiency

(2016) Yuran Qiao et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Learning visual similarity for product design with convolutional neural networks

(2015) Sean Bell et al.   ACM TRANSACTIONS ON GRAPHICS

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

The neocortical circuit: themes and variations

(2015) Kenneth D Harris et al.   NATURE NEUROSCIENCE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

The dropout learning algorithm

(2014) Pierre Baldi et al.   ARTIFICIAL INTELLIGENCE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Group Invariant Scattering

(2012) Stéphane Mallat   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Aggregating Local Image Descriptors into Compact Codes

(2011) H. Jegou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tensor-Train Decomposition

(2011) I. V. Oseledets   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

(2010) Dan Claudiu Cireşan et al.   NEURAL COMPUTATION

Learning long-range vision for autonomous off-road driving

(2009) Raia Hadsell et al.   Journal of Field Robotics

Convolutional Networks Can Learn to Generate Affinity Graphs for Image Segmentation

(2009) Srinivas C. Turaga et al.   NEURAL COMPUTATION