physical neural networks Unlocking Sustainable AI: How Backpropagation-Free Neural Networks Drive Physical Learning Explore FFzero, a revolutionary forward-only learning framework that enables efficient, backpropagation-free AI training for physical neural networks, overcoming traditional computational limits and high energy costs.