| 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 | 5919 | 2012 |
| Multi-column deep neural network for traffic sign classification D CireşAn, U Meier, J Masci, J Schmidhuber Neural networks 32, 333-338, 2012 | 5748* | 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 | 2117 | 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 | 1867 | 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, 2012 | 1809 | 2012 |
| Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks DC Ciresan, A Giusti, LM Gambardella, J Schmidhuber MICCAI, 2013 | 1648 | 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 | 1424 | 2010 |
| 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 | 717 | 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 | 668 | 2011 |
| 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 | 629 | 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 | 499 | 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 | 441 | 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 | 380 | 2013 |
| High-performance neural networks for visual object classification DC Cireşan, U Meier, J Masci, LM Gambardella, J Schmidhuber arXiv preprint arXiv:1102.0183, 2011 | 355 | 2011 |
| 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 | 317 | 2012 |
| Crowdsourcing the creation of image segmentation algorithms for connectomics I Arganda-Carreras, SC Turaga, DR Berger, D Cireşan, A Giusti, ... Frontiers in neuroanatomy, 142, 2015 | 314 | 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 | 260 | 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 | 212 | 2015 |
| 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 | 81 | 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 | 78 | 2013 |
Alessandro GiustiProfessor of AI for Autonomous Robotics, IDSIA, USI-SUPSI, Lugano, SwitzerlandVerified email at idsia.ch
