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Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Neural computation, 2010-12, Vol.22 (12), p.3207-3220

2010

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Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 2), p.411-418

2013

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Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction

Artificial Neural Networks and Machine Learning - ICANN 2011, 2011, Vol.6791, p.52-59

2011

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Multi-column deep neural network for traffic sign classification

Neural networks, 2012-08, Vol.32, p.333-338

2012

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Crowdsourcing the creation of image segmentation algorithms for connectomics

Frontiers in neuroanatomy, 2015-11, Vol.9 (142), p.142-142

2015

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Fast image scanning with deep max-pooling convolutional neural networks

2013 IEEE International Conference on Image Processing, 2013, p.4034-4038

2013

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Convolutional Neural Network Committees for Handwritten Character Classification

2011 International Conference on Document Analysis and Recognition, 2011, p.1135-1139

2011

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

2011 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), 2011, p.342-347

2011

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

2015 International Joint Conference on Neural Networks (IJCNN), 2015, p.1-6

2015

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

IEEE robotics and automation letters, 2016-07, Vol.1 (2), p.661-667

2016

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Better Digit Recognition with a Committee of Simple Neural Nets

2011 International Conference on Document Analysis and Recognition, 2011, p.1250-1254

2011

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Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation

2015 IEEE International Conference on Computer Vision (ICCV), 2015, p.657-665

2015

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Multi-column deep neural networks for image classification

2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012, p.3642-3649

2012

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Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction

Lecture notes in computer science, 2006, p.172-181

2006

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A comparison of algorithms and humans for mitosis detection

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014, p.1360-1363

2014

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A committee of neural networks for traffic sign classification

The 2011 International Joint Conference on Neural Networks, 2011, p.1918-1921

2011

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Deep Big Multilayer Perceptrons for Digit Recognition

Neural Networks: Tricks of the Trade, 2012, p.581-598

2012

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Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, 2014, Vol.17 (Pt 1), p.17-24

2014

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On Fast Deep Nets for AGI Vision

Artificial General Intelligence, 2011, p.243-246

2011

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

2013 IEEE International Conference on Image Processing, 2013, p.2713-2717

2013

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Multi-column deep neural network for traffic sign classification: Selected Papers from IJCNN 2011

Neural networks, 2012, Vol.32, p.333-338

2012

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Transfer learning for Latin and Chinese characters with Deep Neural Networks

The 2012 International Joint Conference on Neural Networks (IJCNN), 2012, p.1-6

2012

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Steel defect classification with Max-Pooling Convolutional Neural Networks

The 2012 International Joint Conference on Neural Networks (IJCNN), 2012, p.1-6

2012

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Neural Networks: Tricks of the Trade

2nd Edition, 2012

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Deep, Big, Simple Neural Nets for Handwritten Digit Recognition

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction

Multi-column deep neural network for traffic sign classification

Assessment of algorithms for mitosis detection in breast cancer histopathology images

Crowdsourcing the creation of image segmentation algorithms for connectomics

Fast image scanning with deep max-pooling convolutional neural networks

Convolutional Neural Network Committees for Handwritten Character Classification

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

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

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

Better Digit Recognition with a Committee of Simple Neural Nets

Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation

Multi-column deep neural networks for image classification

Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction

A comparison of algorithms and humans for mitosis detection

A committee of neural networks for traffic sign classification

Deep Big Multilayer Perceptrons for Digit Recognition

Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes

On Fast Deep Nets for AGI Vision

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

Multi-column deep neural network for traffic sign classification: Selected Papers from IJCNN 2011

Transfer learning for Latin and Chinese characters with Deep Neural Networks

Steel defect classification with Max-Pooling Convolutional Neural Networks

Neural Networks: Tricks of the Trade

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