Research on rolling bearing fault diagnosis of small dataset based on a new optimal transfer learning network

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 22.5K citations

Engineering, Machine Learning, Knowledge Transfer +14

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

Bruno A. Olshausen, David J. Field · Nature · 1996 · 5.8K citations

Sparse Representation, Image Analysis, Machine Vision +12

How transferable are features in deep neural networks?

Jason Yosinski, Jeff Clune, Yoshua Bengio et al. · arXiv (Cornell University) · 2014 · 3.5K citations · Full text

Target Dataset, Image Classification, Deep Neural Networks +14

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Xinyu Li, Liang Gao et al. · IEEE Transactions on Industrial Electronics · 2017 · 2K citations

Fault Diagnosis, Convolutional Neural Network, Machine Vision +14

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Ruqiang Yan et al. · IEEE Transactions on Industrial Informatics · 2018 · 1.5K citations

Fault Diagnosis, Engineering, Machine Learning +12