Training an Ising Machine with Equilibrium Propagation

22 May 2023

Papers citing "Training an Ising Machine with Equilibrium Propagation"

15 / 15 papers shown

Title
Harnessing uncertainty when learning through Equilibrium Propagation in neural networks Jonathan Peters Philippe Talatchian 37 0 0 28 Mar 2025
Probabilistic Quantum SVM Training on Ising Machine Haoqi He Yan Xiao 57 0 0 20 Mar 2025
Convergence of energy-based learning in linear resistive networks Anne-Men Huijzer Thomas Chaffey Bart Besselink Henk J. van Waarde 29 0 0 01 Mar 2025
Self-Contrastive Forward-Forward Algorithm Xing Chen Dongshu Liu Jérémie Laydevant Julie Grollier 36 2 0 17 Sep 2024
Noise-augmented Chaotic Ising Machines for Combinatorial Optimization and Sampling Kyle Lee S. Chowdhury Kerem Y. Camsari 28 3 0 08 Aug 2024
Quantum Equilibrium Propagation for efficient training of quantum systems based on Onsager reciprocity C. C. Wanjura Florian Marquardt 47 1 0 10 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 51 9 0 05 Jun 2024
Quantum Equilibrium Propagation: Gradient-Descent Training of Quantum Systems Benjamin Scellier 28 1 0 02 Jun 2024
Training all-mechanical neural networks for task learning through in situ backpropagation Shuaifeng Li Xiaoming Mao AI4CE 31 1 0 23 Apr 2024
Training Coupled Phase Oscillators as a Neuromorphic Platform using Equilibrium Propagation Qingshan Wang C. C. Wanjura Florian Marquardt 32 10 0 13 Feb 2024
Energy-based learning algorithms for analog computing: a comparative study B. Scellier M. Ernoult Jack D. Kendall Suhas Kumar 25 26 0 22 Dec 2023
Training Multi-layer Neural Networks on Ising Machine Xujie Song Tong Liu Shengbo Eben Li Jingliang Duan Wenxuan Wang Keqiang Li 28 0 0 06 Nov 2023
Machine Learning Without a Processor: Emergent Learning in a Nonlinear Electronic Metamaterial Sam Dillavou Benjamin D Beyer M. Stern Andrea J. Liu Marc Z Miskin D. Durian 27 20 0 01 Nov 2023
Massively Parallel Probabilistic Computing with Sparse Ising Machines Navid Anjum Aadit Andrea Grimaldi M. Carpentieri L. Theogarajan J. Martinis G. Finocchio Kerem Y Çamsarı 58 141 0 06 Oct 2021
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems Logan G. Wright Tatsuhiro Onodera Martin M. Stein Tianyu Wang Darren T. Schachter Zoey Hu Peter L. McMahon PINN AI4CE 40 469 0 27 Apr 2021