534 citations · 699 across the 11 of their papers we have counts for
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cs.NE2017★ 534 cited
Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science
Decebal Constantin Mocanu, Elena Mocanu, Peter Stone +3
Through the success of deep learning in various domains, artificial neural networks are currently among the most used artificial intelligence methods. Taking inspiration from the n…
cs.NE2016★ 82 cited
A topological insight into restricted Boltzmann machines
Decebal Constantin Mocanu, Elena Mocanu, Phuong H. Nguyen +2
Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for automatic features ext…