Noise immune state of charge estimation of li-ion battery via the extreme learning machine with mixture generalized maximum correntropy criterion

Extreme learning machines: a survey

Guang-Bin Huang, Dian Hui Wang, Yuan Lan · International Journal of Machine Learning and Cybernetics · 2011 · 1.9K citations

Computing, Computer Science, Artificial Intelligence +9

Correntropy: Properties and Applications in Non-Gaussian Signal Processing

Weifeng Liu, Puskal P. Pokharel, José C. Prı́ncipe · IEEE Transactions on Signal Processing · 2007 · 1.7K citations

Natural Sciences, Mathematics, Probability Theory +8

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries

Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl et al. · IEEE Transactions on Industrial Electronics · 2017 · 845 citations

Engineering, Computer Science, Electrical Engineering +17

Learning capability and storage capacity of two-hidden-layer feedforward networks

Guang-Bin Huang · IEEE Transactions on Neural Networks · 2003 · 822 citations

Computing, Computer Science, Artificial Intelligence +10

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

Ephrem Chemali, Phillip J. Kollmeyer, Matthias Preindl et al. · Journal of Power Sources · 2018 · 791 citations

Computing, Chemical Engineering, Computer Science +17