Dan C. Ciresan

According to our database, Dan C. Ciresan authored at least 29 papers between 2006 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

A Machine Learning Approach to Visual Perception of Forest Trails for Mobile Robots.

Alessandro Giusti, Jerome Guzzi, Dan C. Ciresan, Fang-Lin He, Juan P. Rodriguez, Flavio Fontana, Matthias Faessler, Christian Forster, Jürgen Schmidhuber, Gianni Di Caro, Davide Scaramuzza, Luca Maria Gambardella

IEEE Robotics Autom. Lett., 2016

2015

Assessment of algorithms for mitosis detection in breast cancer histopathology images.

Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, F. Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim

Medical Image Anal., 2015

Multi-Column Deep Neural Networks for offline handwritten Chinese character classification.

Dan C. Ciresan, Ueli Meier

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation.

Toufiq Parag, Dan C. Ciresan, Alessandro Giusti

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes.

Jan Funke, Julien N. P. Martel, Stephan Gerhard, Björn Andres, Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber, Hanspeter Pfister, Albert Cardona, Matthew Cook

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A comparison of algorithms and humans for mitosis detection.

Alessandro Giusti, Claudio Caccia, Dan C. Ciresan, Jürgen Schmidhuber, Luca Maria Gambardella

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Multi-Column Deep Neural Networks for Offline Handwritten Chinese Character Classification.

Dan C. Ciresan, Jürgen Schmidhuber

CoRR, 2013

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks.

Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

A fast learning algorithm for image segmentation with max-pooling convolutional networks.

Jonathan Masci, Alessandro Giusti, Dan C. Ciresan, Gabriel Fricout, Jürgen Schmidhuber

Proceedings of the IEEE International Conference on Image Processing, 2013

Fast image scanning with deep max-pooling convolutional neural networks.

Alessandro Giusti, Dan C. Ciresan, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Deep Big Multilayer Perceptrons for Digit Recognition.

Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Multi-column deep neural network for traffic sign classification.

Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber

Neural Networks, 2012

Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images.

Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Steel defect classification with Max-Pooling Convolutional Neural Networks.

Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber, Gabriel Fricout

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Transfer learning for Latin and Chinese characters with Deep Neural Networks.

Dan Claudiu Ciresan, Ueli Meier, Jürgen Schmidhuber

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Multi-column deep neural networks for image classification.

Dan C. Ciresan, Ueli Meier, Jürgen Schmidhuber

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Handwritten Digit Recognition with a Committee of Deep Neural Nets on GPUs

Dan C. Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber

CoRR, 2011

High-Performance Neural Networks for Visual Object Classification

Dan C. Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber

CoRR, 2011

A committee of neural networks for traffic sign classification.

Dan C. Ciresan, Ueli Meier, Jonathan Masci, Jürgen Schmidhuber

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Flexible, High Performance Convolutional Neural Networks for Image Classification.

Dan Claudiu Ciresan, Ueli Meier, Jonathan Masci, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the IJCAI 2011, 2011

Max-pooling convolutional neural networks for vision-based hand gesture recognition.

Jawad Nagi, Frederick Ducatelle, Gianni A. Di Caro, Dan C. Ciresan, Ueli Meier, Alessandro Giusti, Farrukh Nagi, Jürgen Schmidhuber, Luca Maria Gambardella

Proceedings of the 2011 IEEE International Conference on Signal and Image Processing Applications, 2011

Better Digit Recognition with a Committee of Simple Neural Nets.

Ueli Meier, Dan Claudiu Ciresan, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Convolutional Neural Network Committees for Handwritten Character Classification.

Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction.

Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

On Fast Deep Nets for AGI Vision.

Jürgen Schmidhuber, Dan C. Ciresan, Ueli Meier, Jonathan Masci, Alex Graves

Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

2010

Deep, Big, Simple Neural Nets for Handwritten Digit Recognition.

Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber

Neural Comput., 2010

Deep Big Simple Neural Nets Excel on Handwritten Digit Recognition

Dan Claudiu Ciresan, Ueli Meier, Luca Maria Gambardella, Jürgen Schmidhuber

CoRR, 2010

2008

Avoiding Segmentation in Multi-Digit Numeral String Recognition by Combining Single and Two-Digit Classifiers Trained without Negative Examples.

Dan C. Ciresan

Proceedings of the SYNASC 2008, 2008

2006

Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction.

Dan C. Ciresan, Dana D. Damian

Proceedings of the Pattern Recognition, 2006