no code implementations • 14 Jan 2021 • Ephy R. Love, Benjamin Filippenko, Vasileios Maroulas, Gunnar Carlsson
This work introduces the Topological CNN (TCNN), which encompasses several topologically defined convolutional methods.
no code implementations • NeurIPS Workshop TDA_and_Beyond 2020 • Ephy Love, Benjamin Filippenko, Vasileios Maroulas, Gunnar E. Carlsson
There is considerable interest in making convolutional neural networks (CNNs) that learn on less data, are better at generalizing, and are more easily interpreted.
