KuraNet: Systems of Coupled Oscillators that Learn to Synchronize

6 May 2021

Papers citing "KuraNet: Systems of Coupled Oscillators that Learn to Synchronize"

5 / 5 papers shown

Title
Enhancing deep neural networks through complex-valued representations and Kuramoto synchronization dynamics Sabine Muzellec A. Alamia Thomas Serre Rufin VanRullen 39 0 0 28 Feb 2025
Artificial Kuramoto Oscillatory Neurons Takeru Miyato Sindy Löwe Andreas Geiger Max Welling AI4CE 80 6 0 17 Oct 2024
Tracking objects that change in appearance with phase synchrony Sabine Muzellec Drew Linsley A. Ashok E. Mingolla Girik Malik Rufin VanRullen Thomas Serre 31 1 0 02 Oct 2024
Image segmentation with traveling waves in an exactly solvable recurrent neural network L. Liboni Roberto C. Budzinski Alexandra N. Busch Sindy Löwe Thomas Anderson Keller Max Welling L. Muller 21 8 0 28 Nov 2023
An exact mathematical description of computation with transient spatiotemporal dynamics in a complex-valued neural network Roberto C. Budzinski Alexandra N. Busch Samuel Mestern Erwan Martin L. Liboni F. Pasini Ján Mináč Todd Coleman Wataru Inoue L. Muller 30 4 0 28 Nov 2023