1.1k citations · 2k across the 8 of their papers we have counts for
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Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification
Dan Cireşan, Jürgen Schmidhuber
Our Multi-Column Deep Neural Networks achieve best known recognition rates on Chinese characters from the ICDAR 2011 and 2013 offline handwriting competitions, approaching human pe…
Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks
Alessandro Giusti, Dan C. Cireşan, Jonathan Masci +2
Deep Neural Networks now excel at image classification, detection and segmentation. When used to scan images by means of a sliding window, however, their high computational complex…
A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks
Jonathan Masci, Alessandro Giusti, Dan Cireşan +2
We present a fast algorithm for training MaxPooling Convolutional Networks to segment images. This type of network yields record-breaking performance in a variety of tasks, but is…