Deep Neural Networks Publications

Publications in Deep Neural Networks

Explore the most influential research papers and scholarly works that have shaped Deep Neural Networks. Use the concept filter below to focus on a specific sub-area of research.

Deep Neural Networks

14.2K

Publications

1.7M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning	2016	214.9K
ImageNet classification with deep convolutional neural networks Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton Communications of the ACM Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification	2017	75.5K
Going deeper with convolutions Christian Szegedy, Wei Liu, Yangqing Jia, Image ClassificationDeep Neural NetworksImage AnalysisMachine LearningData Science	2015	46.2K
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe, Christian Szegedy arXiv (Cornell University) Data AugmentationDeep Neural NetworksMachine VisionMachine LearningData Science	2015	24.2K
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe arXiv (Cornell University) Data AugmentationDeep Neural NetworksMachine VisionMachine LearningData Science	2024	15.6K
Mastering the game of Go with deep neural networks and tree search David Silver, Aja Huang, Chris J. Maddison, Nature Artificial IntelligenceGame AiDeep Neural NetworksEngineeringMachine Learning	2016	15.5K
Sequence to Sequence Learning with Neural Networks Ilya Sutskever, Oriol Vinyals, Quoc V. Le arXiv (Cornell University) Structured PredictionEngineeringMachine LearningSequential LearningSmt System	2014	13.3K
Dermatologist-level classification of skin cancer with deep neural networks Andre Esteva, Brett Kuprel, Roberto A. Novoa, Nature Dermoscopic ImageConvolutional Neural NetworkDeep Neural NetworksEngineeringMachine Learning	2017	13K
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups Geoffrey E. Hinton, Li Deng, Dong Yu, IEEE Signal Processing Magazine EngineeringMachine LearningAcoustic ModelingSpeech RecognitionData Science	2012	10.2K
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martı́n Abadi, Ashish Agarwal, Paul Barham, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAi Foundation	2016	9.7K
TensorFlow: A system for large-scale machine learning Martı́n Abadi, Paul Barham, Jianmin Chen, arXiv (Cornell University) Cluster ComputingEngineeringMachine LearningMachine Learning ToolComputer Architecture	2016	8.8K
Speech recognition with deep recurrent neural networks Alex Graves, Abdelrahman Mohamed, Geoffrey E. Hinton Natural Language ProcessingDeep Neural NetworksRnn PerformanceMachine LearningEngineering	2013	8.7K

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