KirchhoffNet: A Novel Analog Neural Network Architecture Leveraging Kirchhoff's Current Law

KirchhoffNet is a novel class of neural network models that exploits Kirchhoff's current law to establish connections with message passing neural networks and continuous-depth models, enabling efficient hardware implementation.