Neural Networks and Applications — Research Topic | NobleBlocks | NobleBlocks

Neural Networks and Applications

Top publications in Neural Networks and Applications across the NobleBlocks index. Open any paper for its abstract, citations, and AI-generated take.

Indexed papers

2.0K

Total citations

25.8K

Latest paper

2026

Papers per year (last 17 years) — click a bar to see papers from that year

20102026

Top papers

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton

2017· Communications of the ACM75.5K

Neural networks for pattern recognition

1994· Choice Reviews Online18.7K

Deep learning in neural networks: an overview.

Jürgen Schmidhuber

2015· Neural networks : the official journal of the International Neural Network Society17.3K

Reducing the Dimensionality of Data with Neural Networks

G. E. Hinton, R. R. Salakhutdinov

2006· Science16.7K

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Maziar Raissi, Paris Perdikaris, George Em Karniadakis

2018· Journal of Computational Physics15.0K

Neural networks and physical systems with emergent collective computational abilities.

1982· Proceedings of the National Academy of Sciences14.4K

Convolutional Neural Networks for Sentence Classification

Sequence to Sequence Learning with Neural Networks

Ilya Sutskever, Oriol Vinyals, Quoc V. Le

2014· arXiv (Cornell University)13.3K

Dermatologist-level classification of skin cancer with deep neural networks.

Andre Esteva, Brett Kuprel, Roberto A Novoa, Justin Ko +3 more

2017· Nature11.9K

Aggregated Residual Transformations for Deep Neural Networks

Saining Xie, Ross Girshick, Piotr Dollár, Zhuowen Tu +1 more

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison, Arthur Guez +16 more

2016· Nature11.2K

Non-local Neural Networks

Xiaolong Wang, Ross Girshick, Abhinav Gupta, Kaiming He

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Jun‐Young Chung, Çaǧlar Gülçehre, Kyunghyun Cho, Yoshua Bengio

2014· arXiv (Cornell University)10.7K

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

Geoffrey E. Hinton, Li Deng, Dong Yu, George E. Dahl +7 more

2012· IEEE Signal Processing Magazine10.2K

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Andrew Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko +4 more

2017· arXiv (Cornell University)9.9K

Graph Neural Networks for 3D Geometry-Agnostic Predictions of Material Behavior

Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States), Kevin Potter, USDOE National Nuclear Security Administration (NNSA), Kyle Johnson +2 more

Quantum Positional Encodings for Graph Neural Networks

Slimane Thabet, Mehdi Djellabi, Igor O. Sokolov, Sachin Kasture +2 more

2024· arXiv (Cornell University)1

Deep Neural Networks for Brain Tumor Classification and Segmentation

Xu, Yan, Jing, Liao, Yang, Wei, Yudong Zhang +3 more

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Topic snapshot

2.0K papers indexed

25.8K total citations

Latest: 2026