| Multi-column Deep Neural Networks for Image Classification D Cireşan, U Meier, J Schmidhuber Computer Vision and Pattern Recognition (CVPR 2012) and Arxiv preprint arXiv …, 2012 | 2904 | 2012 |
| Deep neural networks segment neuronal membranes in electron microscopy images D Ciresan, A Giusti, LM Gambardella, J Schmidhuber Advances in neural information processing systems, 2843-2851, 2012 | 1002 | 2012 |
| Flexible, high performance convolutional neural networks for image classification DC Ciresan, U Meier, J Masci, LM Gambardella, J Schmidhuber Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 985 | 2011 |
| Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks DC Ciresan, A Giusti, LM Gambardella, J Schmidhuber MICCAI, 2013 | 984 | 2013 |
| Stacked convolutional auto-encoders for hierarchical feature extraction J Masci, U Meier, D Cireşan, J Schmidhuber International Conference on Artificial Neural Networks, 52-59, 2011 | 964 | 2011 |
| Deep, big, simple neural nets for handwritten digit recognition DC Cireşan, U Meier, LM Gambardella, J Schmidhuber Neural computation 22 (12), 3207-3220, 2010 | 865 | 2010 |
| Multi-column deep neural network for traffic sign classification D CireşAn, U Meier, J Masci, J Schmidhuber Neural networks 32, 333-338, 2012 | 745 | 2012 |
| Convolutional neural network committees for handwritten character classification DC Ciresan, U Meier, LM Gambardella, J Schmidhuber 2011 International Conference on Document Analysis and Recognition, 1135-1139, 2011 | 435 | 2011 |
| A committee of neural networks for traffic sign classification D Cireşan, U Meier, J Masci, J Schmidhuber The 2011 international joint conference on neural networks, 1918-1921, 2011 | 346 | 2011 |
| A machine learning approach to visual perception of forest trails for mobile robots A Giusti, J Guzzi, DC Cireşan, FL He, JP Rodríguez, F Fontana, ... IEEE Robotics and Automation Letters 1 (2), 661-667, 2015 | 334 | 2015 |
| Max-pooling convolutional neural networks for vision-based hand gesture recognition J Nagi, F Ducatelle, GA Di Caro, D Cireşan, U Meier, A Giusti, F Nagi, ... 2011 IEEE International Conference on Signal and Image Processing …, 2011 | 294 | 2011 |
| Assessment of algorithms for mitosis detection in breast cancer histopathology images M Veta, PJ Van Diest, SM Willems, H Wang, A Madabhushi, A Cruz-Roa, ... Medical image analysis 20 (1), 237-248, 2015 | 225 | 2015 |
| Fast image scanning with deep max-pooling convolutional neural networks A Giusti, DC Cireşan, J Masci, LM Gambardella, J Schmidhuber 2013 IEEE International Conference on Image Processing, 4034-4038, 2013 | 219 | 2013 |
| Transfer Learning for Latin and Chinese Characters with Deep Neural Networks DC Ciresan, U Meier, J Schmidhuber International Joint Conference on Neural Networks, Brisbane, 2012, 1301-1306, 2012 | 158 | 2012 |
| Crowdsourcing the creation of image segmentation algorithms for connectomics I Arganda-Carreras, SC Turaga, DR Berger, D Cireşan, A Giusti, ... Frontiers in neuroanatomy 9, 142, 2015 | 146 | 2015 |
| Multi-column deep neural networks for offline handwritten Chinese character classification D Cireşan, U Meier 2015 international joint conference on neural networks (IJCNN), 1-6, 2015 | 130 | 2015 |
| Steel defect classification with max-pooling convolutional neural networks J Masci, U Meier, D Ciresan, J Schmidhuber, G Fricout The 2012 International Joint Conference on Neural Networks (IJCNN), 1-6, 2012 | 121 | 2012 |
| Better digit recognition with a committee of simple neural nets U Meier, DC Ciresan, LM Gambardella, J Schmidhuber 2011 International Conference on Document Analysis and Recognition, 1250-1254, 2011 | 62 | 2011 |
| A fast learning algorithm for image segmentation with max-pooling convolutional networks J Masci, A Giusti, D Ciresan, G Fricout, J Schmidhuber 2013 IEEE International Conference on Image Processing, 2713-2717, 2013 | 56 | 2013 |
| Deep Big Multilayer Perceptrons For Digit Recognition DC Ciresan, U Meier, LM Gambardella, J Schmidhuber Neural Networks: Tricks of the Trade, Reloaded, 2012 | 44 | 2012 |
Alessandro GiustiSenior Researcher, IDSIA Lugano (Switzerland)Verified email at idsia.ch
