@inproceedings{Giusti:2013a, author = {Alessandro Giusti and Dan Claudiu Ciresan and Jonathan Masci and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Fast Image Scanning with Deep Max-Pooling Convolutional Neural Networks}, booktitle = {ICIP}, year = {2013}, pages = {in press} } @inproceedings{Masci:2013a, author = { Jonathan Masci and Alessandro Giusti and Dan Claudiu Ciresan and Gabriel Fricout and J{\"u}rgen Schmidhuber}, title = {A Fast Learning Algorithm for Image Segmentation with Max-Pooling Convolutional Networks}, booktitle = {ICIP}, year = {2013}, pages = {in press} } @article{Ciresan:2012g, author = {Dan Claudiu Ciresan and Ueli Meier and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Deep Big Multilayer Perceptrons For Digit Recognition}, journal = {Neural Networks Tricks of the Trade}, volume = {1}, year = {2012}, pages = {581-598}, ee = {} } @inproceedings{Ciresan:2012f, author = {Dan Claudiu Ciresan and Alessandro Giusti and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images}, booktitle = {NIPS}, year = {2012}, pages = {2852--2860} } @inproceedings{Ciresan:2012e, author = {Dan Claudiu Ciresan and Ueli Meier and J{\"u}rgen Schmidhuber}, title = {Multi-column Deep Neural Networks for Image Classification}, booktitle = {arXiv:1202.2745v1 [cs.CV]}, year = {2012} } @inproceedings{Ciresan:2012d, author = {Dan Claudiu Ciresan and Alessandro Giusti and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Neural Networks for Segmenting Neuronal Structures in EM Stacks}, booktitle = {Segmentation of Neuronal Structures in EM Stacks Workshop at International Symposium on Biomedical Imaging}, year = {2012} } @article{Ciresan:2012c, author = {Dan Claudiu Ciresan and Ueli Meier and Jonathan Masci and J{\"u}rgen Schmidhuber}, title = {Multi-Column Deep Neural Network for Traffic Sign Classification}, journal = {Neural Networks}, volume = {32}, year = {2012}, pages = {333–338}, ee = {http://dx.doi.org/10.1016/j.neunet.2012.02.023} } @inproceedings{Ciresan:2012b, author = {Dan Claudiu Ciresan and Ueli Meier and J{\"u}rgen Schmidhuber}, title = {Multi-column Deep Neural Networks for Image Classification}, booktitle = {Computer Vision and Pattern Recognition}, year = {2012}, pages = {3642-3649} } @inproceedings{Masci:2012a, author = {Jonathan Masci and Ueli Meier and Dan Claudiu Ciresan and J{\"u}rgen Schmidhuber}, title = {Steel Defect Classification with Max-Pooling Convolutional Neural Networks}, booktitle = {International Joint Conference on Neural Networks}, year = {2012}, pages = {762-767} } @inproceedings{Ciresan:2012a, author = {Dan Claudiu Ciresan and Ueli Meier and J{\"u}rgen Schmidhuber}, title = {Transfer Learning for Latin and Chinese Characters with Deep Neural Networks}, booktitle = {International Joint Conference on Neural Networks}, year = {2012}, pages = {1301-1306} } @inproceedings{Ciresan:2011c, author = {Dan Claudiu Ciresan and Ueli Meier and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Convolutional Neural Network Committees For Handwritten Character Classification}, booktitle = {ICDAR}, year = {2011}, pages = {1250-1254} } @inproceedings{Ueli:2011a, author = {Ueli Meier and Dan Claudiu Ciresan and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Better digit recognition with a committee of simple Neural Nets}, booktitle = {ICDAR}, year = {2011}, pages = {1135-1139} } @inproceedings{Ciresan:2011b, author = {Dan Claudiu Ciresan and Ueli Meier and Jonathan Masci and J{\"u}rgen Schmidhuber}, title = {A Committee of Neural Networks for Traffic Sign Classification}, booktitle = {International Joint Conference on Neural Networks}, year = {2011}, pages = {1918-1921} } @inproceedings{Ciresan:2011a, author = {Dan Claudiu Ciresan and Ueli Meier and Jonathan Masci and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Flexible, High Performance Convolutional Neural Networks for Image Classification}, booktitle = {IJCAI}, year = {2011}, pages = {1237-1242}, ee = {http://ijcai.org/papers11/Papers/IJCAI11-210.pdf} } @article{Ciresan:2010, author = {Dan Claudiu Ciresan and Ueli Meier and Luca Maria Gambardella and J{\"u}rgen Schmidhuber}, title = {Deep, Big, Simple Neural Nets for Handwritten Digit Recognition}, journal = {Neural Computation}, volume = {22}, number = {12}, year = {2010}, pages = {3207-3220}, ee = {http://dx.doi.org/10.1162/NECO_a_00052} } @inproceedings{Ciresan:2008b, author = {Dan Ciresan}, title = {Avoiding Segmentation in Multi-Digit Numeral String Recognition by Combining Single and Two-Digit Classifiers Trained without Negative Examples}, booktitle = {SYNASC}, year = {2008}, pages = {225-230}, ee = {http://doi.ieeecomputersociety.org/10.1109/SYNASC.2008.68} } @inproceedings{Masci:2011, author = {Jonathan Masci and Ueli Meier and Dan Ciresan and J{\"u}rgen Schmidhuber}, title = {Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction}, booktitle = {ICANN (1)}, year = {2011}, pages = {52-59}, ee = {http://dx.doi.org/10.1007/978-3-642-21735-7_7} } @inproceedings{Nagi:2011, author = {Jawad Nagi and Frederick Ducatelle and Gianni A. Di Caro and Dan Ciresan and Ueli Meier and Alessandro Giusti and Farrukh Nagi and J{�\"u}rgen Schmidhuber and Luca Maria Gambardella}, title = {Max-Pooling Convolutional Neural Networks for Vision-based Hand Gesture Recognition}, booktitle = {ICSIPA}, year = {2011}, pages = {342-347} }