Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells.

Dehong Xu Ruiqi Gao Wen-Hao Zhang Xue-Xin Wei Ying Nian Wu

Published in: NeurReps (2022)

Keyphrases

lie group
lie algebra
recurrent networks
vector field
grid cells
infinite dimensional
euclidean space
riemannian manifolds
feed forward
recurrent neural networks
artificial neural networks
neural network
linear transformation
finite dimensional
covariance matrices
similarity search
spatio temporal
machine learning