Synaptic Field Theory for Neural Networks

Donghee Lee, Hye-Sung Lee, Jaeok Yi

Theoretical understanding of deep learning remains elusive despite its empirical success. In this study, we propose a novel "synaptic field theory" that describes the training dyna…