Low-Rank Evolutionary Deep Neural Networks via Adaptive Tangent-Space Reduction

Jiahao Zhang, Shiheng Zhang, Guang Lin

Evolutionary deep neural networks (EDNNs) solve time-dependent partial differential equations by evolving the neural-network parameters sequentially in time through a local least-s…