| 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 | 3603 | 2012 |
| 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 | 1374 | 2011 |
| 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 | 1338 | 2011 |
| Deep neural networks segment neuronal membranes in electron microscopy images D Ciresan, A Giusti, L Gambardella, J Schmidhuber Advances in neural information processing systems 25, 2843-2851, 2012 | 1326 | 2012 |
| Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks DC Ciresan, A Giusti, LM Gambardella, J Schmidhuber MICCAI, 2013 | 1204 | 2013 |
| Deep, big, simple neural nets for handwritten digit recognition DC Cireşan, U Meier, LM Gambardella, J Schmidhuber Neural computation 22 (12), 3207-3220, 2010 | 1119 | 2010 |
| Multi-column deep neural network for traffic sign classification D CireşAn, U Meier, J Masci, J Schmidhuber Neural networks 32, 333-338, 2012 | 950 | 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 | 510 | 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 | 501 | 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 | 418 | 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 | 404 | 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 | 320 | 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 | 275 | 2013 |
| 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 | 208 | 2015 |
| 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 | 200 | 2012 |
| 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 | 195 | 2012 |
| 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 | 158 | 2015 |
| Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013 DC Cireşan, A Giusti, LM Gambardella, J Schmidhuber The 16th International Conference, Nagoya, Japan, September, 22-26, 2013 | 79 | 2013 |
| 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 | 70 | 2011 |
| Mitosis detection in breast cancer histology images with deep neural networks DC Cireşan, A Giusti, LM Gambardella, J Schmidhuber Medical image computing and computer-assisted intervention: MICCAI …, 2013 | 65 | 2013 |
Alessandro GiustiSenior Researcher, IDSIA USI-SUPSI Lugano (Switzerland)Verified email at idsia.ch
