Section: New Software and Platforms

DeepSymmetry

Keywords: Bioinformatics - 3D modeling - Machine learning - Neural networks

Functional Description: DeepSymmetry is a method based on three-dimensional (3D) convolutional networks that detects structural repetitions in proteins and their density maps. It identifies tandem repeat proteins, proteins with internal symmetries, their symmetry order, and also the corresponding symmetry axes.

• Participants: Guillaume Pages and Sergei Grudinin

• Contact: Sergei Grudinin

• Publication: DeepSymmetry : Using 3D convolutional networks for identification of tandem repeats and internal symmetries in protein structures

• URL: https://team.inria.fr/nano-d/software/deepsymmetry/