Chrisantha Fernando

PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Chrisantha Fernando, Dylan Banarse, Charles Blundell et al. · arXiv (Cornell University) · 2017 · 643 citations · Full text

Artificial Intelligence, Model Optimization, Evolving Neural Network +12

Evolution before genes

Vera Vasas, Chrisantha Fernando, Mauro Santos et al. · Biology Direct · 2012 · 376 citations · Full text

Population Based Training of Neural Networks

Max Jaderberg, Valentin Dalibard, Simon Osindero et al. · arXiv (Cornell University) · 2017 · 247 citations · Full text

Artificial Intelligence, Structured Prediction, Llm Fine-tuning +17

Hierarchical Representations for Efficient Architecture Search

Hanxiao Liu, Karen Simonyan, Oriol Vinyals et al. · arXiv (Cornell University) · 2017 · 227 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Molecular circuits for associative learning in single-celled organisms

Chrisantha Fernando, Anthony Liekens, Lewis Bingle et al. · Journal of The Royal Society Interface · 2008 · 133 citations · Full text

Engineering, Biocybernetics, Associative Learning +16