Dan Ciresan
Dan Ciresan
Conndera Research
Verified email at conndera.com - Homepage
TitleCited byYear
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
29042012
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
10022012
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
9852011
Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks
DC Ciresan, A Giusti, LM Gambardella, J Schmidhuber
MICCAI, 2013
9842013
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
9642011
Deep, big, simple neural nets for handwritten digit recognition
DC Cireşan, U Meier, LM Gambardella, J Schmidhuber
Neural computation 22 (12), 3207-3220, 2010
8652010
Multi-column deep neural network for traffic sign classification
D CireşAn, U Meier, J Masci, J Schmidhuber
Neural networks 32, 333-338, 2012
7452012
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
4352011
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
3462011
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
3342015
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
2942011
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
2252015
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
2192013
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
1582012
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
1462015
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
1302015
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
1212012
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
622011
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
562013
Deep Big Multilayer Perceptrons For Digit Recognition
DC Ciresan, U Meier, LM Gambardella, J Schmidhuber
Neural Networks: Tricks of the Trade, Reloaded, 2012
442012
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Articles 1–20