Concepedia

Performance improvement of deep neural network classifiers by a simple training strategy

Abdullah Çalışkan, Mehmet Emin Yüksel, Hasan Badem, Alper Baştürk

Engineering Applications of Artificial Intelligence · 2017 · 53 citations · 24 references

Concepts

ComputingComputer ScienceArtificial IntelligenceMachine LearningClassificationDeep LearningNeural NetworksPattern RecognitionRepresentation LearningSupervised LearningClassification PrecisionClassification SensitivityDeep Learning-based ClassificationMachine Learning ClassificationNeural Network Classification

References

24

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

On the limited memory BFGS method for large scale optimization

Jorge Nocedal · Mathematical Programming · 1989 · 8.5K citations

Computing, Computer Engineering, Computer Science +12