Multi-column deep neural networks for image classification
Data up to Jan 2025
Total Citations Per Year
Abstract
References (38)
Gradient-based learning applied to document recognition
1998 • 49,688 citations
Learning Multiple Layers of Features from Tiny Images
2009 • 23,956 citations
Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
1962 • 13,401 citations
Self-Organization and Associative Memory
1989 • 8,952 citations
Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
1980 • 5,064 citations
Greedy Layer-Wise Training of Deep Networks
2007 • 4,621 citations
Receptive fields of single neurones in the cat's striate cortex
1959 • 4,378 citations
Hierarchical models of object recognition in cortex
1999 • 3,323 citations
Beyond regression : new fools for prediction and analysis in the behavioral sciences
1974 • 2,830 citations
Best practices for convolutional neural networks applied to visual document analysis
2005 • 2,593 citations
Beyond Regression : "New Tools for Prediction and Analysis in the Behavioral Sciences
1974 • 2,472 citations
Why Does Unsupervised Pre-training Help Deep Learning?
2010 • 2,144 citations
Robust Object Recognition with Cortex-Like Mechanisms
2007 • 1,682 citations
Evaluation of Pooling Operations in Convolutional Architectures for Object Recognition
2010 • 1,431 citations
Learning methods for generic object recognition with invariance to pose and lighting
2004 • 1,321 citations
Gradient Flow in Recurrent Nets: The Difficulty of Learning LongTerm Dependencies
2009 • 1,264 citations
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition
2007 • 1,109 citations
Flexible, high performance convolutional neural networks for image classification
2011 • 1,081 citations
Efficient Learning of Sparse Representations with an Energy-Based Model
2007 • 1,055 citations
Deep, Big, Simple Neural Nets for Handwritten Digit Recognition
2010 • 1,043 citations
The German Traffic Sign Recognition Benchmark: A multi-class classification competition
2011 • 913 citations
Traffic sign recognition with multi-scale Convolutional Networks
2011 • 692 citations
Parallel and Serial Neural Mechanisms for Visual Search in Macaque Area V4
2005 • 660 citations
Why Does Unsupervised Pre-training Help Deep Learning?
2010 • 618 citations
The Importance of Encoding Versus Training with Sparse Coding and Vector Quantization
2011 • 537 citations
Convolutional Neural Network Committees for Handwritten Character Classification
2011 • 523 citations
Learning a Nonlinear Embedding by Preserving Class Neighbourhood Structure
2007 • 449 citations
Learning algorithms for classification: A comparison on handwritten digit recognition
1995 • 377 citations
Performance and Scalability of GPU-Based Convolutional Neural Networks
2010 • 232 citations
Hierarchical Neural Networks for Image Interpretation
2003 • 218 citations
Une procedure d'apprentissage pour reseau a seuil asymmetrique (A learning scheme for asymmetric threshold networks)
1985 • 109 citations
Large-scale object recognition with CUDA-accelerated hierarchical neural networks
2009 • 80 citations
Chinese Handwriting Recognition Contest 2010
2010 • 49 citations
Estimating accurate multi-class probabilities with support vector machines
2006 • 42 citations
An implicit segmentation-based method for recognition of handwritten strings of characters
2006 • 35 citations
Supervised Learning of Fuzzy ARTMAP Neural Networks Through Particle Swarm Optimisation
2007 • 33 citations
Unconstrained handwritten character recognition using metaclasses of characters
2005 • 23 citations
Overfitting in the selection of classifier ensembles
2008 • 8 citations